{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from pycaret.anomaly import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 文件load\n",
    "csv_file = '../../datasets/boston.csv'\n",
    "boston = pd.read_csv(csv_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setup Succesfully Completed!\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<style  type=\"text/css\" >\n",
       "</style><table id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5\" ><thead>    <tr>        <th class=\"blank level0\" ></th>        <th class=\"col_heading level0 col0\" >Description</th>        <th class=\"col_heading level0 col1\" >Value</th>    </tr></thead><tbody>\n",
       "                <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row0\" class=\"row_heading level0 row0\" >0</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row0_col0\" class=\"data row0 col0\" >session_id </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row0_col1\" class=\"data row0 col1\" >1751</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row1\" class=\"row_heading level0 row1\" >1</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row1_col0\" class=\"data row1 col0\" >Original Data </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row1_col1\" class=\"data row1 col1\" >(506, 14)</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row2\" class=\"row_heading level0 row2\" >2</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row2_col0\" class=\"data row2 col0\" >Missing Values </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row2_col1\" class=\"data row2 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row3\" class=\"row_heading level0 row3\" >3</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row3_col0\" class=\"data row3 col0\" >Numeric Features </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row3_col1\" class=\"data row3 col1\" >11</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row4\" class=\"row_heading level0 row4\" >4</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row4_col0\" class=\"data row4 col0\" >Categorical Features </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row4_col1\" class=\"data row4 col1\" >3</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row5\" class=\"row_heading level0 row5\" >5</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row5_col0\" class=\"data row5 col0\" >Ordinal Features </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row5_col1\" class=\"data row5 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row6\" class=\"row_heading level0 row6\" >6</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row6_col0\" class=\"data row6 col0\" >High Cardinality Features </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row6_col1\" class=\"data row6 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row7\" class=\"row_heading level0 row7\" >7</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row7_col0\" class=\"data row7 col0\" >Transformed Data </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row7_col1\" class=\"data row7 col1\" >(506, 23)</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row8\" class=\"row_heading level0 row8\" >8</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row8_col0\" class=\"data row8 col0\" >Numeric Imputer </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row8_col1\" class=\"data row8 col1\" >mean</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row9\" class=\"row_heading level0 row9\" >9</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row9_col0\" class=\"data row9 col0\" >Categorical Imputer </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row9_col1\" class=\"data row9 col1\" >constant</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row10\" class=\"row_heading level0 row10\" >10</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row10_col0\" class=\"data row10 col0\" >Normalize </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row10_col1\" class=\"data row10 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row11\" class=\"row_heading level0 row11\" >11</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row11_col0\" class=\"data row11 col0\" >Normalize Method </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row11_col1\" class=\"data row11 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row12\" class=\"row_heading level0 row12\" >12</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row12_col0\" class=\"data row12 col0\" >Transformation </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row12_col1\" class=\"data row12 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row13\" class=\"row_heading level0 row13\" >13</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row13_col0\" class=\"data row13 col0\" >Transformation Method </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row13_col1\" class=\"data row13 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row14\" class=\"row_heading level0 row14\" >14</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row14_col0\" class=\"data row14 col0\" >PCA </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row14_col1\" class=\"data row14 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row15\" class=\"row_heading level0 row15\" >15</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row15_col0\" class=\"data row15 col0\" >PCA Method </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row15_col1\" class=\"data row15 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row16\" class=\"row_heading level0 row16\" >16</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row16_col0\" class=\"data row16 col0\" >PCA components </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row16_col1\" class=\"data row16 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row17\" class=\"row_heading level0 row17\" >17</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row17_col0\" class=\"data row17 col0\" >Ignore Low Variance </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row17_col1\" class=\"data row17 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row18\" class=\"row_heading level0 row18\" >18</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row18_col0\" class=\"data row18 col0\" >Combine Rare Levels </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row18_col1\" class=\"data row18 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row19\" class=\"row_heading level0 row19\" >19</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row19_col0\" class=\"data row19 col0\" >Rare Level Threshold </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row19_col1\" class=\"data row19 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row20\" class=\"row_heading level0 row20\" >20</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row20_col0\" class=\"data row20 col0\" >Numeric Binning </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row20_col1\" class=\"data row20 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row21\" class=\"row_heading level0 row21\" >21</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row21_col0\" class=\"data row21 col0\" >Remove Multicollinearity </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row21_col1\" class=\"data row21 col1\" >False</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row22\" class=\"row_heading level0 row22\" >22</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row22_col0\" class=\"data row22 col0\" >Multicollinearity Threshold </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row22_col1\" class=\"data row22 col1\" >None</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5level0_row23\" class=\"row_heading level0 row23\" >23</th>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row23_col0\" class=\"data row23 col0\" >Group Features </td>\n",
       "                        <td id=\"T_0b2660e8_133a_11eb_8eee_54e1adcc3bd5row23_col1\" class=\"data row23 col1\" >False</td>\n",
       "            </tr>\n",
       "    </tbody></table>"
      ],
      "text/plain": [
       "<pandas.io.formats.style.Styler at 0x28561d41fd0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "clf = setup(data = boston)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "IntProgress(value=0, description='Processing: ', max=25)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "7c851b98bbda46a2a0eebfcf1d709878",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "        <script type=\"text/javascript\">\n",
       "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
       "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
       "        if (typeof require !== 'undefined') {\n",
       "        require.undef(\"plotly\");\n",
       "        requirejs.config({\n",
       "            paths: {\n",
       "                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
       "            }\n",
       "        });\n",
       "        require(['plotly'], function(Plotly) {\n",
       "            window._Plotly = Plotly;\n",
       "        });\n",
       "        }\n",
       "        </script>\n",
       "        "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "hovertemplate": "Metric=R2<br>Fraction %=%{x}<br>R2=%{y}<extra></extra>",
         "legendgroup": "R2",
         "line": {
          "color": "#636efa",
          "dash": "solid",
          "shape": "linear"
         },
         "mode": "lines",
         "name": "R2",
         "orientation": "v",
         "showlegend": true,
         "type": "scatter",
         "x": [
          0,
          0.01,
          0.02,
          0.03,
          0.04,
          0.05,
          0.06,
          0.07,
          0.08,
          0.09,
          0.1
         ],
         "xaxis": "x",
         "y": [
          0.7038244832262168,
          0.7602066351636374,
          0.7527707749057446,
          0.7478264803514422,
          0.7499006557117143,
          0.7522325187663774,
          0.7514034496953421,
          0.7531487907601344,
          0.7313625800829964,
          0.7239121868057953,
          0.7132080176248732
         ],
         "yaxis": "y"
        }
       ],
       "layout": {
        "legend": {
         "title": {
          "text": "Metric"
         },
         "tracegroupgap": 0
        },
        "plot_bgcolor": "rgb(245,245,245)",
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "Linear Regression Metrics and Fraction %"
        },
        "xaxis": {
         "anchor": "y",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "Fraction %"
         }
        },
        "yaxis": {
         "anchor": "x",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "R2"
         }
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"4dc91d17-a967-42db-9db2-3aef07178bbe\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"4dc91d17-a967-42db-9db2-3aef07178bbe\")) {                    Plotly.newPlot(                        \"4dc91d17-a967-42db-9db2-3aef07178bbe\",                        [{\"hovertemplate\": \"Metric=R2<br>Fraction %=%{x}<br>R2=%{y}<extra></extra>\", \"legendgroup\": \"R2\", \"line\": {\"color\": \"#636efa\", \"dash\": \"solid\", \"shape\": \"linear\"}, \"mode\": \"lines\", \"name\": \"R2\", \"orientation\": \"v\", \"showlegend\": true, \"type\": \"scatter\", \"x\": [0.0, 0.01, 0.02, 0.03, 0.04, 0.05, 0.06, 0.07, 0.08, 0.09, 0.1], \"xaxis\": \"x\", \"y\": [0.7038244832262168, 0.7602066351636374, 0.7527707749057446, 0.7478264803514422, 0.7499006557117143, 0.7522325187663774, 0.7514034496953421, 0.7531487907601344, 0.7313625800829964, 0.7239121868057953, 0.7132080176248732], \"yaxis\": \"y\"}],                        {\"legend\": {\"title\": {\"text\": \"Metric\"}, \"tracegroupgap\": 0}, \"plot_bgcolor\": \"rgb(245,245,245)\", \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"Linear Regression Metrics and Fraction %\"}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 1.0], \"title\": {\"text\": \"Fraction %\"}}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.0, 1.0], \"title\": {\"text\": \"R2\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('4dc91d17-a967-42db-9db2-3aef07178bbe');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Best Model: Isolation Forest | Fraction %: 0.01 | R2 : 0.7602\n"
     ]
    }
   ],
   "source": [
    "# 调参 Isolation Forest Model\n",
    "tuned_iforest = tune_model('iforest', supervised_target = boston.columns[-1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                                        Name              Reference\n",
      "ID                                                                 \n",
      "abod            Angle-base Outlier Detection  pyod.models.abod.ABOD\n",
      "iforest                     Isolation Forest    pyod.models.iforest\n",
      "cluster       Clustering-Based Local Outlier      pyod.models.cblof\n",
      "cof        Connectivity-Based Outlier Factor        pyod.models.cof\n",
      "histogram  Histogram-based Outlier Detection       pyod.models.hbos\n",
      "knn             k-Nearest Neighbors Detector        pyod.models.knn\n",
      "lof                     Local Outlier Factor        pyod.models.lof\n",
      "svm                   One-class SVM detector      pyod.models.ocsvm\n",
      "pca             Principal Component Analysis        pyod.models.pca\n",
      "mcd           Minimum Covariance Determinant        pyod.models.mcd\n",
      "sod               Subspace Outlier Detection        pyod.models.sod\n",
      "sos             Stochastic Outlier Selection        pyod.models.sos\n"
     ]
    }
   ],
   "source": [
    "print(models())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "IForest(behaviour='new', bootstrap=False, contamination=0.01,\n",
      "    max_features=1.0, max_samples='auto', n_estimators=100, n_jobs=1,\n",
      "    random_state=1751, verbose=0)\n"
     ]
    }
   ],
   "source": [
    "best = create_model('iforest', fraction=0.01)\n",
    "print(best)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "        <script type=\"text/javascript\">\n",
       "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
       "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
       "        if (typeof require !== 'undefined') {\n",
       "        require.undef(\"plotly\");\n",
       "        requirejs.config({\n",
       "            paths: {\n",
       "                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
       "            }\n",
       "        });\n",
       "        require(['plotly'], function(Plotly) {\n",
       "            window._Plotly = Plotly;\n",
       "        });\n",
       "        }\n",
       "        </script>\n",
       "        "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "customdata": [
          [
           0.00632
          ],
          [
           0.02731
          ],
          [
           0.02729
          ],
          [
           0.032369999999999996
          ],
          [
           0.06905
          ],
          [
           0.02985
          ],
          [
           0.08829
          ],
          [
           0.14455
          ],
          [
           0.21124
          ],
          [
           0.17004
          ],
          [
           0.22489
          ],
          [
           0.11747
          ],
          [
           0.09378
          ],
          [
           0.62976
          ],
          [
           0.6379600000000001
          ],
          [
           0.62739
          ],
          [
           1.05393
          ],
          [
           0.7842
          ],
          [
           0.80271
          ],
          [
           0.7258
          ],
          [
           1.25179
          ],
          [
           0.8520399999999999
          ],
          [
           1.2324700000000002
          ],
          [
           0.9884299999999999
          ],
          [
           0.75026
          ],
          [
           0.84054
          ],
          [
           0.67191
          ],
          [
           0.9557700000000001
          ],
          [
           0.77299
          ],
          [
           1.00245
          ],
          [
           1.13081
          ],
          [
           1.3547200000000001
          ],
          [
           1.38799
          ],
          [
           1.15172
          ],
          [
           1.6128200000000001
          ],
          [
           0.06417
          ],
          [
           0.09744
          ],
          [
           0.08014
          ],
          [
           0.17505
          ],
          [
           0.027630000000000002
          ],
          [
           0.033589999999999995
          ],
          [
           0.12744
          ],
          [
           0.1415
          ],
          [
           0.15936
          ],
          [
           0.12269000000000001
          ],
          [
           0.17142000000000002
          ],
          [
           0.18836
          ],
          [
           0.22926999999999997
          ],
          [
           0.25387
          ],
          [
           0.21977
          ],
          [
           0.08872999999999999
          ],
          [
           0.04337
          ],
          [
           0.0536
          ],
          [
           0.04981
          ],
          [
           0.0136
          ],
          [
           0.01311
          ],
          [
           0.02055
          ],
          [
           0.01432
          ],
          [
           0.15445
          ],
          [
           0.10328
          ],
          [
           0.14932
          ],
          [
           0.17171
          ],
          [
           0.11027
          ],
          [
           0.1265
          ],
          [
           0.01951
          ],
          [
           0.03584
          ],
          [
           0.043789999999999996
          ],
          [
           0.05789
          ],
          [
           0.13554000000000002
          ],
          [
           0.12816
          ],
          [
           0.08826
          ],
          [
           0.15875999999999998
          ],
          [
           0.09164
          ],
          [
           0.19539
          ],
          [
           0.07896
          ],
          [
           0.09512000000000001
          ],
          [
           0.10153
          ],
          [
           0.08707000000000001
          ],
          [
           0.05646
          ],
          [
           0.08387
          ],
          [
           0.04113
          ],
          [
           0.04462
          ],
          [
           0.03659
          ],
          [
           0.03551
          ],
          [
           0.050589999999999996
          ],
          [
           0.05735
          ],
          [
           0.051879999999999996
          ],
          [
           0.07151
          ],
          [
           0.0566
          ],
          [
           0.053020000000000005
          ],
          [
           0.04684
          ],
          [
           0.03932
          ],
          [
           0.04203
          ],
          [
           0.02875
          ],
          [
           0.04294
          ],
          [
           0.12204000000000001
          ],
          [
           0.11504
          ],
          [
           0.12082999999999999
          ],
          [
           0.08187
          ],
          [
           0.0686
          ],
          [
           0.14866
          ],
          [
           0.11432
          ],
          [
           0.22876
          ],
          [
           0.21161
          ],
          [
           0.1396
          ],
          [
           0.13262000000000002
          ],
          [
           0.1712
          ],
          [
           0.13117
          ],
          [
           0.12802
          ],
          [
           0.26363000000000003
          ],
          [
           0.10793
          ],
          [
           0.10084
          ],
          [
           0.12329000000000001
          ],
          [
           0.22211999999999998
          ],
          [
           0.14231
          ],
          [
           0.17134000000000002
          ],
          [
           0.13158
          ],
          [
           0.15098
          ],
          [
           0.13058
          ],
          [
           0.14476
          ],
          [
           0.06899
          ],
          [
           0.07165
          ],
          [
           0.09299
          ],
          [
           0.15037999999999999
          ],
          [
           0.09849
          ],
          [
           0.16902
          ],
          [
           0.38735
          ],
          [
           0.25915
          ],
          [
           0.32543
          ],
          [
           0.88125
          ],
          [
           0.34006
          ],
          [
           1.19294
          ],
          [
           0.59005
          ],
          [
           0.32982
          ],
          [
           0.9761700000000001
          ],
          [
           0.55778
          ],
          [
           0.32264
          ],
          [
           0.35233000000000003
          ],
          [
           0.2498
          ],
          [
           0.54452
          ],
          [
           0.2909
          ],
          [
           1.6286399999999999
          ],
          [
           3.32105
          ],
          [
           4.0974
          ],
          [
           2.7797400000000003
          ],
          [
           2.37934
          ],
          [
           2.15505
          ],
          [
           2.36862
          ],
          [
           2.3309900000000003
          ],
          [
           2.7339700000000002
          ],
          [
           1.6566
          ],
          [
           1.49632
          ],
          [
           1.12658
          ],
          [
           2.14918
          ],
          [
           1.41385
          ],
          [
           3.5350099999999998
          ],
          [
           2.4466799999999997
          ],
          [
           1.22358
          ],
          [
           1.34284
          ],
          [
           1.4250200000000002
          ],
          [
           1.27346
          ],
          [
           1.46336
          ],
          [
           1.8337700000000001
          ],
          [
           1.51902
          ],
          [
           2.2423599999999997
          ],
          [
           2.924
          ],
          [
           2.01019
          ],
          [
           1.8002799999999999
          ],
          [
           2.3004
          ],
          [
           2.4495299999999998
          ],
          [
           1.2074200000000002
          ],
          [
           2.3139
          ],
          [
           0.13914
          ],
          [
           0.09178
          ],
          [
           0.08447
          ],
          [
           0.06663999999999999
          ],
          [
           0.07022
          ],
          [
           0.05425
          ],
          [
           0.06642
          ],
          [
           0.0578
          ],
          [
           0.06588
          ],
          [
           0.06888
          ],
          [
           0.09103
          ],
          [
           0.10008
          ],
          [
           0.08308
          ],
          [
           0.06047
          ],
          [
           0.05602000000000001
          ],
          [
           0.07875
          ],
          [
           0.12579
          ],
          [
           0.0837
          ],
          [
           0.09068
          ],
          [
           0.06911
          ],
          [
           0.08664
          ],
          [
           0.02187
          ],
          [
           0.01439
          ],
          [
           0.01381
          ],
          [
           0.04011
          ],
          [
           0.04666
          ],
          [
           0.03768
          ],
          [
           0.0315
          ],
          [
           0.01778
          ],
          [
           0.03445
          ],
          [
           0.021769999999999998
          ],
          [
           0.0351
          ],
          [
           0.02009
          ],
          [
           0.13642
          ],
          [
           0.22969
          ],
          [
           0.25199
          ],
          [
           0.13587
          ],
          [
           0.43571000000000004
          ],
          [
           0.17446
          ],
          [
           0.37578
          ],
          [
           0.21719000000000002
          ],
          [
           0.14052
          ],
          [
           0.28955
          ],
          [
           0.19802
          ],
          [
           0.0456
          ],
          [
           0.07013
          ],
          [
           0.11069000000000001
          ],
          [
           0.11425
          ],
          [
           0.35809
          ],
          [
           0.40771
          ],
          [
           0.62356
          ],
          [
           0.6147
          ],
          [
           0.31533
          ],
          [
           0.52693
          ],
          [
           0.38214000000000004
          ],
          [
           0.41238
          ],
          [
           0.29819
          ],
          [
           0.44178
          ],
          [
           0.537
          ],
          [
           0.46296000000000004
          ],
          [
           0.57529
          ],
          [
           0.33147
          ],
          [
           0.44791000000000003
          ],
          [
           0.33045
          ],
          [
           0.52058
          ],
          [
           0.51183
          ],
          [
           0.08244
          ],
          [
           0.09252
          ],
          [
           0.11329000000000002
          ],
          [
           0.10612
          ],
          [
           0.1029
          ],
          [
           0.12757000000000002
          ],
          [
           0.20608
          ],
          [
           0.19133
          ],
          [
           0.33983
          ],
          [
           0.19657
          ],
          [
           0.16439
          ],
          [
           0.19072999999999998
          ],
          [
           0.1403
          ],
          [
           0.21409
          ],
          [
           0.08221
          ],
          [
           0.36894
          ],
          [
           0.04819
          ],
          [
           0.035480000000000005
          ],
          [
           0.015380000000000001
          ],
          [
           0.61154
          ],
          [
           0.66351
          ],
          [
           0.65665
          ],
          [
           0.5401100000000001
          ],
          [
           0.5341199999999999
          ],
          [
           0.5201399999999999
          ],
          [
           0.82526
          ],
          [
           0.55007
          ],
          [
           0.76162
          ],
          [
           0.7857
          ],
          [
           0.57834
          ],
          [
           0.5405
          ],
          [
           0.09065
          ],
          [
           0.29916
          ],
          [
           0.16211
          ],
          [
           0.1146
          ],
          [
           0.22188000000000002
          ],
          [
           0.05644
          ],
          [
           0.09604
          ],
          [
           0.10469
          ],
          [
           0.061270000000000005
          ],
          [
           0.07977999999999999
          ],
          [
           0.21038
          ],
          [
           0.03578
          ],
          [
           0.03705
          ],
          [
           0.06129
          ],
          [
           0.015009999999999999
          ],
          [
           0.009059999999999999
          ],
          [
           0.01096
          ],
          [
           0.01965
          ],
          [
           0.03871
          ],
          [
           0.0459
          ],
          [
           0.04297
          ],
          [
           0.035019999999999996
          ],
          [
           0.07886
          ],
          [
           0.03615
          ],
          [
           0.08265
          ],
          [
           0.08199
          ],
          [
           0.12932000000000002
          ],
          [
           0.053720000000000004
          ],
          [
           0.14103
          ],
          [
           0.06466000000000001
          ],
          [
           0.05561
          ],
          [
           0.04417
          ],
          [
           0.03537
          ],
          [
           0.09266
          ],
          [
           0.1
          ],
          [
           0.05515
          ],
          [
           0.05479
          ],
          [
           0.07503
          ],
          [
           0.049319999999999996
          ],
          [
           0.49298000000000003
          ],
          [
           0.3494
          ],
          [
           2.63548
          ],
          [
           0.7904100000000001
          ],
          [
           0.26169000000000003
          ],
          [
           0.26938
          ],
          [
           0.3692
          ],
          [
           0.25356
          ],
          [
           0.31827
          ],
          [
           0.24522
          ],
          [
           0.40202
          ],
          [
           0.47547
          ],
          [
           0.1676
          ],
          [
           0.18159
          ],
          [
           0.35114
          ],
          [
           0.28392
          ],
          [
           0.34109
          ],
          [
           0.19186
          ],
          [
           0.30346999999999996
          ],
          [
           0.24103000000000002
          ],
          [
           0.06617
          ],
          [
           0.06724
          ],
          [
           0.045439999999999994
          ],
          [
           0.050230000000000004
          ],
          [
           0.03466
          ],
          [
           0.05083
          ],
          [
           0.037380000000000004
          ],
          [
           0.03961
          ],
          [
           0.03427
          ],
          [
           0.030410000000000003
          ],
          [
           0.03306
          ],
          [
           0.054970000000000005
          ],
          [
           0.06151
          ],
          [
           0.013009999999999999
          ],
          [
           0.024980000000000002
          ],
          [
           0.02543
          ],
          [
           0.030489999999999996
          ],
          [
           0.03113
          ],
          [
           0.06162
          ],
          [
           0.0187
          ],
          [
           0.015009999999999999
          ],
          [
           0.02899
          ],
          [
           0.062110000000000005
          ],
          [
           0.0795
          ],
          [
           0.07244
          ],
          [
           0.01709
          ],
          [
           0.04301
          ],
          [
           0.10659
          ],
          [
           8.98296
          ],
          [
           3.8497
          ],
          [
           5.20177
          ],
          [
           4.26131
          ],
          [
           4.541919999999999
          ],
          [
           3.83684
          ],
          [
           3.6782199999999996
          ],
          [
           4.22239
          ],
          [
           3.4742800000000003
          ],
          [
           4.55587
          ],
          [
           3.69695
          ],
          [
           13.5222
          ],
          [
           4.898219999999999
          ],
          [
           5.669980000000001
          ],
          [
           6.53876
          ],
          [
           9.2323
          ],
          [
           8.26725
          ],
          [
           11.1081
          ],
          [
           18.4982
          ],
          [
           19.6091
          ],
          [
           15.288
          ],
          [
           9.82349
          ],
          [
           23.6482
          ],
          [
           17.8667
          ],
          [
           88.9762
          ],
          [
           15.8744
          ],
          [
           9.18702
          ],
          [
           7.9924800000000005
          ],
          [
           20.0849
          ],
          [
           16.8118
          ],
          [
           24.3938
          ],
          [
           22.5971
          ],
          [
           14.3337
          ],
          [
           8.15174
          ],
          [
           6.96215
          ],
          [
           5.29305
          ],
          [
           11.5779
          ],
          [
           8.64476
          ],
          [
           13.3598
          ],
          [
           8.71675
          ],
          [
           5.87205
          ],
          [
           7.67202
          ],
          [
           38.3518
          ],
          [
           9.91655
          ],
          [
           25.0461
          ],
          [
           14.2362
          ],
          [
           9.59571
          ],
          [
           24.8017
          ],
          [
           41.5292
          ],
          [
           67.9208
          ],
          [
           20.7162
          ],
          [
           11.9511
          ],
          [
           7.40389
          ],
          [
           14.4383
          ],
          [
           51.1358
          ],
          [
           14.0507
          ],
          [
           18.811
          ],
          [
           28.6558
          ],
          [
           45.7461
          ],
          [
           18.0846
          ],
          [
           10.8342
          ],
          [
           25.9406
          ],
          [
           73.5341
          ],
          [
           11.8123
          ],
          [
           11.0874
          ],
          [
           7.022589999999999
          ],
          [
           12.0482
          ],
          [
           7.05042
          ],
          [
           8.792119999999999
          ],
          [
           15.8603
          ],
          [
           12.2472
          ],
          [
           37.6619
          ],
          [
           7.36711
          ],
          [
           9.33889
          ],
          [
           8.49213
          ],
          [
           10.0623
          ],
          [
           6.44405
          ],
          [
           5.5810699999999995
          ],
          [
           13.9134
          ],
          [
           11.1604
          ],
          [
           14.4208
          ],
          [
           15.1772
          ],
          [
           13.6781
          ],
          [
           9.39063
          ],
          [
           22.0511
          ],
          [
           9.72418
          ],
          [
           5.66637
          ],
          [
           9.96654
          ],
          [
           12.8023
          ],
          [
           10.6718
          ],
          [
           6.288069999999999
          ],
          [
           9.92485
          ],
          [
           9.329089999999999
          ],
          [
           7.52601
          ],
          [
           6.71772
          ],
          [
           5.44114
          ],
          [
           5.09017
          ],
          [
           8.24809
          ],
          [
           9.513630000000001
          ],
          [
           4.75237
          ],
          [
           4.668830000000001
          ],
          [
           8.20058
          ],
          [
           7.75223
          ],
          [
           6.80117
          ],
          [
           4.812130000000001
          ],
          [
           3.69311
          ],
          [
           6.65492
          ],
          [
           5.82115
          ],
          [
           7.83932
          ],
          [
           3.1636
          ],
          [
           3.7749800000000002
          ],
          [
           4.422280000000001
          ],
          [
           15.5757
          ],
          [
           13.0751
          ],
          [
           4.34879
          ],
          [
           4.03841
          ],
          [
           3.56868
          ],
          [
           4.64689
          ],
          [
           8.05579
          ],
          [
           6.39312
          ],
          [
           4.87141
          ],
          [
           15.0234
          ],
          [
           10.232999999999999
          ],
          [
           14.3337
          ],
          [
           5.8240099999999995
          ],
          [
           5.7081800000000005
          ],
          [
           5.73116
          ],
          [
           2.81838
          ],
          [
           2.37857
          ],
          [
           3.6736699999999995
          ],
          [
           5.69175
          ],
          [
           4.8356699999999995
          ],
          [
           0.15086
          ],
          [
           0.18337
          ],
          [
           0.20745999999999998
          ],
          [
           0.10574000000000001
          ],
          [
           0.11132
          ],
          [
           0.17331
          ],
          [
           0.27957
          ],
          [
           0.17899
          ],
          [
           0.2896
          ],
          [
           0.26838
          ],
          [
           0.23911999999999997
          ],
          [
           0.17783
          ],
          [
           0.22438000000000002
          ],
          [
           0.06262999999999999
          ],
          [
           0.04527
          ],
          [
           0.06076
          ],
          [
           0.10959
          ],
          [
           0.04741
          ]
         ],
         "hovertemplate": "0=%{x}<br>1=%{y}<br>2=%{z}<br>Feature=%{customdata[0]}<br>Label=%{marker.color}<extra></extra>",
         "legendgroup": "",
         "marker": {
          "color": [
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           1,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           1,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           1,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           1,
           0,
           0,
           1,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           1,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0
          ],
          "coloraxis": "coloraxis",
          "opacity": 0.7,
          "symbol": "circle"
         },
         "mode": "markers",
         "name": "",
         "scene": "scene",
         "showlegend": false,
         "type": "scatter3d",
         "x": [
          10.45704460144043,
          36.766510009765625,
          29.452075958251953,
          41.03282928466797,
          49.265716552734375,
          48.418758392333984,
          51.92738723754883,
          46.9532585144043,
          34.36761474609375,
          35.44882583618164,
          35.19968795776367,
          45.501399993896484,
          45.970848083496094,
          43.08554458618164,
          13.107172012329102,
          52.270633697509766,
          33.6020622253418,
          44.685516357421875,
          13.59154224395752,
          38.53486251831055,
          9.37700366973877,
          30.29742431640625,
          34.65690612792969,
          30.621442794799805,
          22.673931121826172,
          14.793601989746094,
          19.100345611572266,
          6.148319244384766,
          22.047405242919922,
          23.552637100219727,
          10.106986999511719,
          19.004770278930664,
          17.191186904907227,
          5.33302640914917,
          7.705187797546387,
          61.046627044677734,
          46.82161331176758,
          33.071266174316406,
          68.60858917236328,
          23.332374572753906,
          26.925256729125977,
          7.669291019439697,
          12.851651191711426,
          6.904952049255371,
          21.31114387512207,
          10.405771255493164,
          18.069398880004883,
          47.00349807739258,
          48.250091552734375,
          38.089111328125,
          24.05032730102539,
          30.802125930786133,
          11.992764472961426,
          12.597697257995605,
          11.834367752075195,
          43.34897994995117,
          -4.311005115509033,
          25.112783432006836,
          -36.270660400390625,
          9.864287376403809,
          2.0606119632720947,
          5.632980823516846,
          12.200103759765625,
          4.905104160308838,
          53.032283782958984,
          -7.558526992797852,
          -11.600482940673828,
          41.0516357421875,
          49.959957122802734,
          39.47492218017578,
          21.84543800354004,
          21.09100914001465,
          26.75861358642578,
          14.421104431152344,
          8.912653923034668,
          0.05355687811970711,
          156.10597229003906,
          -9.145503044128418,
          17.083324432373047,
          0.4184739589691162,
          -35.04756546020508,
          6.814985275268555,
          15.505208015441895,
          10.819016456604004,
          14.01058292388916,
          24.054866790771484,
          20.43649673461914,
          24.528480529785156,
          33.58539581298828,
          33.308509826660156,
          32.80839920043945,
          29.340534210205078,
          10.122023582458496,
          16.63226890563965,
          6.1439433097839355,
          53.83515548706055,
          26.295671463012695,
          39.053348541259766,
          46.769737243652344,
          44.19694137573242,
          -12.015010833740234,
          -6.71920919418335,
          -0.2147047221660614,
          -31.282642364501953,
          -22.95918846130371,
          -25.379329681396484,
          -65.59921264648438,
          -15.406325340270996,
          -34.9906120300293,
          -26.417627334594727,
          1.3862091302871704,
          -28.092235565185547,
          -29.763826370239258,
          -41.176368713378906,
          -22.7036190032959,
          -14.51242733001709,
          -21.047496795654297,
          -34.22228240966797,
          -6.650476455688477,
          -25.112049102783203,
          70.25833892822266,
          73.18749237060547,
          75.0965347290039,
          70.38594055175781,
          65.89744567871094,
          78.5982894897461,
          81.96969604492188,
          -32.95597457885742,
          -53.481285095214844,
          -49.31128692626953,
          -39.68951416015625,
          -42.88340759277344,
          -30.656661987304688,
          -7.176801681518555,
          14.060598373413086,
          -46.21269607543945,
          -34.70669174194336,
          -40.3109245300293,
          111.25516510009766,
          -51.57685470581055,
          -44.91595458984375,
          -145.2707977294922,
          -41.485660552978516,
          -41.835086822509766,
          -49.472206115722656,
          5.686380386352539,
          16.359220504760742,
          -86.79911804199219,
          -15.523776054382324,
          -17.92338752746582,
          -89.58428955078125,
          -7.318579196929932,
          -7.875845909118652,
          4.394824028015137,
          3.7347593307495117,
          7.567548751831055,
          10.533212661743164,
          -10.597818374633789,
          -66.15641021728516,
          -91.02651977539062,
          2.2089684009552,
          -11.88404369354248,
          -22.126325607299805,
          -23.204662322998047,
          -30.02519989013672,
          15.345443725585938,
          -17.816192626953125,
          9.636642456054688,
          12.528990745544434,
          2.9310178756713867,
          4.0071940422058105,
          -7.517698764801025,
          35.37936019897461,
          33.58748245239258,
          31.18551254272461,
          39.951927185058594,
          48.78821563720703,
          34.88215255737305,
          23.662738800048828,
          67.02133178710938,
          72.92034912109375,
          67.74488830566406,
          79.19361877441406,
          80.93529510498047,
          69.2074203491211,
          64.74955749511719,
          71.20758056640625,
          -10.928175926208496,
          0.7103241682052612,
          -2.0052309036254883,
          -8.251542091369629,
          -5.275155067443848,
          -15.162971496582031,
          17.303234100341797,
          12.854416847229004,
          28.13995361328125,
          9.415124893188477,
          -10.858742713928223,
          -16.351985931396484,
          3.4176454544067383,
          -6.283733367919922,
          -23.671728134155273,
          -22.635515213012695,
          47.871726989746094,
          44.64372253417969,
          24.12380599975586,
          41.572078704833984,
          31.561676025390625,
          50.2774658203125,
          23.244081497192383,
          25.537700653076172,
          35.042388916015625,
          52.05329132080078,
          33.86344909667969,
          6.757596015930176,
          43.524593353271484,
          41.58843994140625,
          23.234596252441406,
          29.15380859375,
          19.883407592773438,
          19.10633087158203,
          41.490108489990234,
          66.336669921875,
          21.293190002441406,
          1.8612430095672607,
          -0.6310281157493591,
          8.052262306213379,
          6.563299179077148,
          20.340253829956055,
          29.58742904663086,
          24.79779815673828,
          13.807633399963379,
          9.924344062805176,
          1.465268611907959,
          11.531320571899414,
          21.922109603881836,
          27.01078987121582,
          21.984350204467773,
          11.007774353027344,
          -0.038500331342220306,
          -2.0286548137664795,
          -0.17029812932014465,
          -1.143310785293579,
          16.506668090820312,
          39.75762939453125,
          50.15080261230469,
          46.49818801879883,
          41.66120529174805,
          53.434226989746094,
          38.70353698730469,
          29.659835815429688,
          32.76152801513672,
          29.950584411621094,
          38.136966705322266,
          -10.807869911193848,
          0.026730896905064583,
          36.718658447265625,
          16.83195686340332,
          5.608828544616699,
          9.303808212280273,
          22.901241302490234,
          7.378700256347656,
          14.333293914794922,
          3.2777340412139893,
          15.307000160217285,
          17.445268630981445,
          13.485514640808105,
          13.485037803649902,
          12.76755142211914,
          40.950096130371094,
          31.832847595214844,
          19.8527774810791,
          -145.49432373046875,
          44.70003890991211,
          -110.4468994140625,
          20.23797607421875,
          11.914690971374512,
          18.854867935180664,
          9.520248413085938,
          32.12316131591797,
          57.833824157714844,
          40.52668762207031,
          53.848472595214844,
          55.0803337097168,
          11.521560668945312,
          -3.0739176273345947,
          20.55101203918457,
          4.581268787384033,
          -4.977604389190674,
          10.012248992919922,
          32.22474670410156,
          36.211090087890625,
          31.141096115112305,
          23.74526596069336,
          36.11260223388672,
          10.824944496154785,
          39.41136932373047,
          51.63963317871094,
          -4.128172874450684,
          -13.838580131530762,
          -22.939163208007812,
          54.2929573059082,
          43.37602996826172,
          24.47859764099121,
          41.79079055786133,
          43.31066131591797,
          55.19267272949219,
          49.11497497558594,
          22.15633201599121,
          36.12822723388672,
          15.387102127075195,
          42.625118255615234,
          38.70627975463867,
          31.26892852783203,
          25.829057693481445,
          44.40093994140625,
          34.3294792175293,
          48.488529205322266,
          40.72425079345703,
          51.603092193603516,
          55.939632415771484,
          -14.459211349487305,
          5.602015495300293,
          36.67897415161133,
          45.18330001831055,
          20.575681686401367,
          33.101898193359375,
          44.34019470214844,
          -0.1443604826927185,
          -4.614151954650879,
          -11.266799926757812,
          2.521292209625244,
          20.29833221435547,
          29.365007400512695,
          27.98920249938965,
          18.095746994018555,
          34.430912017822266,
          41.356117248535156,
          28.701475143432617,
          -17.948932647705078,
          36.18587112426758,
          -2.175265312194824,
          -13.871334075927734,
          -16.800081253051758,
          -13.00300121307373,
          46.74949645996094,
          48.06943893432617,
          -14.096508979797363,
          11.6559419631958,
          52.5163459777832,
          59.75923156738281,
          -1.3509005308151245,
          6.734206199645996,
          -4.052798748016357,
          -3.9347293376922607,
          -8.176141738891602,
          -40.192928314208984,
          -24.330108642578125,
          -24.942943572998047,
          -34.81321334838867,
          -40.07736587524414,
          -60.797508239746094,
          -29.805280685424805,
          -52.23836898803711,
          -55.74583435058594,
          -55.486087799072266,
          -73.14530944824219,
          -42.12521743774414,
          -68.85538482666016,
          -60.83906936645508,
          -59.751163482666016,
          -62.74907302856445,
          -68.05493927001953,
          -63.096195220947266,
          -60.188377380371094,
          -23.69522476196289,
          -50.83553695678711,
          41.968807220458984,
          -37.32318115234375,
          -43.01359939575195,
          -29.35796356201172,
          -35.45976257324219,
          -52.04734802246094,
          -32.0627555847168,
          -86.28546905517578,
          -50.614131927490234,
          29.958120346069336,
          -47.80986785888672,
          -50.21509552001953,
          -48.22867202758789,
          -41.07081985473633,
          -38.51632308959961,
          -54.26731491088867,
          -30.129253387451172,
          -29.1646671295166,
          -29.57903289794922,
          -44.95456314086914,
          -51.813045501708984,
          -36.85841751098633,
          -74.28067779541016,
          -45.811012268066406,
          -41.261810302734375,
          -40.783241271972656,
          -32.79754638671875,
          -86.99567413330078,
          -38.57649612426758,
          -53.94342803955078,
          -73.15510559082031,
          -83.92975616455078,
          -54.40191650390625,
          -24.484317779541016,
          -32.23025131225586,
          -53.99528503417969,
          -65.4350814819336,
          -23.97827911376953,
          -21.545398712158203,
          -41.665435791015625,
          -36.02925109863281,
          -33.487586975097656,
          -18.490137100219727,
          -69.37774658203125,
          -79.1004867553711,
          -75.35486602783203,
          -39.42242431640625,
          -46.19770812988281,
          -46.908790588378906,
          -47.15732955932617,
          -37.6799430847168,
          -44.809268951416016,
          -26.35943603515625,
          -35.537391662597656,
          -47.97191619873047,
          -36.60141372680664,
          -40.169212341308594,
          -29.864953994750977,
          -45.88007736206055,
          -23.85947036743164,
          -21.026893615722656,
          -29.641393661499023,
          -41.620994567871094,
          -25.686420440673828,
          -29.168256759643555,
          -22.243473052978516,
          -32.37925338745117,
          -64.83511352539062,
          -37.792545318603516,
          -75.40624237060547,
          -40.48513412475586,
          -38.591758728027344,
          -71.30500030517578,
          -39.854034423828125,
          -49.696311950683594,
          -52.797882080078125,
          -35.41236877441406,
          -30.565649032592773,
          -30.16478729248047,
          -34.2259635925293,
          -33.84870910644531,
          -76.59146881103516,
          -35.04835510253906,
          -75.7046890258789,
          -20.99629020690918,
          -34.194664001464844,
          -32.28964614868164,
          -37.917503356933594,
          -76.80023956298828,
          -24.986793518066406,
          -66.82280731201172,
          -50.39848327636719,
          -42.91049575805664,
          -23.471988677978516,
          -23.052453994750977,
          -37.853275299072266,
          -44.857418060302734,
          -54.64860534667969,
          -83.04252624511719,
          -33.24125289916992,
          -62.21828842163086,
          -29.073360443115234,
          -41.30152130126953,
          -33.05870056152344,
          -28.33185386657715,
          -25.23682975769043,
          -54.79701614379883,
          -56.85408020019531,
          -50.14508819580078,
          -42.91572952270508,
          -44.72694396972656,
          -31.851882934570312,
          -51.462764739990234,
          -58.22905349731445,
          -41.218406677246094,
          -36.94317626953125,
          -5.803322792053223,
          6.337555408477783,
          9.116252899169922,
          -22.092178344726562,
          -15.469127655029297,
          -11.136637687683105,
          -23.203535079956055,
          -15.701635360717773,
          41.34845733642578,
          35.1179313659668,
          26.91684341430664,
          33.3776741027832,
          44.64842224121094
         ],
         "y": [
          -5.34839391708374,
          41.26766586303711,
          52.53199768066406,
          77.34882354736328,
          74.49764251708984,
          62.892520904541016,
          -41.032135009765625,
          -72.09197235107422,
          -80.95574951171875,
          -65.17459106445312,
          -69.06269836425781,
          -59.63710403442383,
          -18.96995735168457,
          -31.04149055480957,
          -56.40984344482422,
          -25.93425178527832,
          -17.00426483154297,
          -49.68674850463867,
          -55.32360076904297,
          -38.78368377685547,
          -70.29136657714844,
          -56.57574462890625,
          -62.36091232299805,
          -72.48658752441406,
          -63.285343170166016,
          -63.440860748291016,
          -67.5375747680664,
          -61.35926055908203,
          -63.982391357421875,
          -56.71372604370117,
          -77.90736389160156,
          -76.84603881835938,
          -69.59558868408203,
          -68.6108627319336,
          -68.7712631225586,
          -3.4943227767944336,
          -7.280007362365723,
          9.108180046081543,
          -18.71694564819336,
          45.55646514892578,
          34.600643157958984,
          79.05414581298828,
          84.75503540039062,
          74.91908264160156,
          72.31172180175781,
          71.4095687866211,
          67.83128356933594,
          44.79484176635742,
          38.36259078979492,
          52.55016326904297,
          51.6545524597168,
          43.74094009399414,
          63.02354049682617,
          59.70158386230469,
          31.554065704345703,
          48.01997756958008,
          42.162376403808594,
          52.678306579589844,
          -50.22602462768555,
          11.239239692687988,
          9.155200004577637,
          1.7975420951843262,
          6.16701078414917,
          16.610668182373047,
          58.2180290222168,
          58.562965393066406,
          30.220556259155273,
          -19.100976943969727,
          -25.47350311279297,
          -25.138031005859375,
          -12.31447982788086,
          -18.751846313476562,
          -7.645951747894287,
          -11.660122871398926,
          0.340042382478714,
          -12.113567352294922,
          -20.636350631713867,
          -4.921483516693115,
          -0.9824433326721191,
          1.1331455707550049,
          21.82364845275879,
          3.539243698120117,
          18.3361759185791,
          21.986230850219727,
          55.59859085083008,
          59.71971893310547,
          58.978736877441406,
          49.64407730102539,
          7.187021732330322,
          18.660438537597656,
          7.145400524139404,
          6.974118709564209,
          22.457246780395508,
          30.379270553588867,
          13.611282348632812,
          -10.777339935302734,
          -43.85550308227539,
          16.959136962890625,
          19.323558807373047,
          16.720247268676758,
          -13.617046356201172,
          -6.853328704833984,
          -91.4764175415039,
          -2.3798694610595703,
          -8.522812843322754,
          -10.855276107788086,
          20.125268936157227,
          -1.1562676429748535,
          -5.809015274047852,
          3.278499126434326,
          -8.0185546875,
          -37.61115264892578,
          -33.8918571472168,
          -28.597414016723633,
          -41.49302673339844,
          -64.86785888671875,
          -29.366165161132812,
          -29.534156799316406,
          -60.60028076171875,
          -24.033344268798828,
          53.556922912597656,
          42.86309814453125,
          34.54801559448242,
          31.03063201904297,
          40.819671630859375,
          45.2413215637207,
          33.860477447509766,
          -49.65736770629883,
          -44.17009735107422,
          -31.859928131103516,
          -39.42438888549805,
          -41.79511260986328,
          -47.152347564697266,
          -53.20082092285156,
          -81.25194549560547,
          -49.903594970703125,
          -58.49046325683594,
          -41.55088806152344,
          146.24745178222656,
          -36.62263488769531,
          -54.152557373046875,
          -59.74061965942383,
          -15.280790328979492,
          -21.338966369628906,
          -12.871336936950684,
          -83.32051849365234,
          -87.55569458007812,
          -30.750028610229492,
          -63.66172409057617,
          -57.340023040771484,
          -18.532556533813477,
          -65.01642608642578,
          -53.65319061279297,
          -77.00480651855469,
          -61.088661193847656,
          -96.82211303710938,
          -89.98625183105469,
          -40.21476364135742,
          59.612815856933594,
          -7.298115253448486,
          -49.46627426147461,
          -31.30808448791504,
          -32.15013122558594,
          -29.341028213500977,
          -20.4041748046875,
          -77.52601623535156,
          -40.974998474121094,
          -87.82191467285156,
          -67.70752716064453,
          -60.49593734741211,
          -74.192138671875,
          -53.90333557128906,
          -39.5549201965332,
          -31.121444702148438,
          -19.448335647583008,
          -5.7556562423706055,
          -8.33033561706543,
          -22.968835830688477,
          -23.16846466064453,
          68.15690612792969,
          54.559425354003906,
          65.6494140625,
          55.81714630126953,
          45.68898391723633,
          45.06818389892578,
          56.018550872802734,
          73.27235412597656,
          16.815855026245117,
          18.009538650512695,
          20.55655288696289,
          18.873640060424805,
          27.512928009033203,
          26.42301368713379,
          39.267906188964844,
          49.28720474243164,
          39.00733947753906,
          -13.921869277954102,
          55.206199645996094,
          42.2116584777832,
          42.255706787109375,
          42.323795318603516,
          34.9992561340332,
          48.656455993652344,
          44.11110305786133,
          56.14313507080078,
          5.063884258270264,
          13.72254467010498,
          -5.265697002410889,
          3.2150931358337402,
          -21.1645565032959,
          -14.432290077209473,
          -18.727296829223633,
          7.789063453674316,
          15.935050964355469,
          -21.81239891052246,
          16.086938858032227,
          2.3822247982025146,
          -1.7796931266784668,
          -11.703715324401855,
          -7.031552791595459,
          -49.19004440307617,
          -62.634281158447266,
          -13.564950942993164,
          -36.43364715576172,
          -40.12937545776367,
          -30.300636291503906,
          -39.3701171875,
          -48.26997756958008,
          -25.391557693481445,
          -20.504493713378906,
          -41.78166961669922,
          -41.399932861328125,
          -30.312816619873047,
          -31.507328033447266,
          -40.55717086791992,
          -32.17865753173828,
          -41.95912170410156,
          -30.375356674194336,
          5.649967670440674,
          5.307758808135986,
          4.704824447631836,
          -1.394974946975708,
          -4.500887393951416,
          3.316437005996704,
          -50.945533752441406,
          -50.152626037597656,
          -16.753211975097656,
          -57.26509094238281,
          -25.494400024414062,
          -9.895651817321777,
          -12.5602445602417,
          0.13177895545959473,
          0.15351444482803345,
          -4.919391632080078,
          32.232421875,
          31.989126205444336,
          48.5447998046875,
          31.63039779663086,
          19.07466697692871,
          7.175987243652344,
          20.452444076538086,
          24.957534790039062,
          28.477481842041016,
          13.353836059570312,
          16.910200119018555,
          19.315216064453125,
          14.116927146911621,
          30.29222297668457,
          33.03154754638672,
          52.72246551513672,
          62.99578857421875,
          72.1401596069336,
          49.3381233215332,
          65.26748657226562,
          255.03944396972656,
          41.21772766113281,
          39.51731872558594,
          48.499698638916016,
          44.1015739440918,
          73.2747802734375,
          62.62043380737305,
          75.88819885253906,
          73.95537567138672,
          51.35268020629883,
          44.17396926879883,
          21.93534278869629,
          61.7479133605957,
          25.696016311645508,
          22.732383728027344,
          19.377548217773438,
          53.29092788696289,
          40.60721206665039,
          45.11872100830078,
          -7.720075607299805,
          -3.0039174556732178,
          -13.535260200500488,
          -6.777334213256836,
          -8.484283447265625,
          43.09791564941406,
          48.346832275390625,
          32.020729064941406,
          -7.973134994506836,
          1.542675256729126,
          14.301856994628906,
          64.71833038330078,
          53.25465774536133,
          49.44805145263672,
          44.377540588378906,
          -36.73203659057617,
          -35.751041412353516,
          -32.50220489501953,
          -19.130693435668945,
          -50.52629852294922,
          -43.09453201293945,
          -48.13045883178711,
          -38.308841705322266,
          -52.77080535888672,
          -34.48111343383789,
          -27.056241989135742,
          -23.53314781188965,
          0.9355922341346741,
          14.365966796875,
          77.63654327392578,
          -16.355085372924805,
          5.058151721954346,
          0.10924814641475677,
          4.73368501663208,
          3.690213680267334,
          -12.931804656982422,
          -3.201547861099243,
          -11.517852783203125,
          11.061816215515137,
          12.739129066467285,
          82.39810180664062,
          83.68511199951172,
          80.61204528808594,
          74.28305053710938,
          63.87982177734375,
          72.06436920166016,
          30.940641403198242,
          62.7797966003418,
          22.101852416992188,
          -20.917158126831055,
          22.925992965698242,
          34.0647087097168,
          -36.16022491455078,
          -39.805992126464844,
          39.35382080078125,
          36.300140380859375,
          -8.604896545410156,
          -15.382073402404785,
          29.558137893676758,
          29.201953887939453,
          14.307635307312012,
          41.894744873046875,
          51.927223205566406,
          -11.974201202392578,
          -9.868788719177246,
          -17.294696807861328,
          -10.46452808380127,
          1.3700895309448242,
          3.8294596672058105,
          -6.005434513092041,
          11.733163833618164,
          8.315080642700195,
          -2.403472423553467,
          26.4654483795166,
          33.17222595214844,
          -18.728811264038086,
          -12.470309257507324,
          -23.668916702270508,
          -14.942792892456055,
          -3.583054780960083,
          -55.66854476928711,
          -68.21232604980469,
          -54.48564910888672,
          -5.269230842590332,
          25.35879135131836,
          -64.96121215820312,
          -60.4263801574707,
          -82.52184295654297,
          -50.73629379272461,
          -45.47733688354492,
          -10.684510231018066,
          27.80961036682129,
          -60.56417465209961,
          18.819660186767578,
          -73.32599639892578,
          -18.729469299316406,
          -44.835426330566406,
          -35.43640899658203,
          -0.255738765001297,
          -55.27630615234375,
          -40.4788932800293,
          -48.100624084472656,
          -36.573219299316406,
          -34.83223342895508,
          -33.99667739868164,
          -79.62747955322266,
          2.6511623859405518,
          -70.21347045898438,
          -54.167633056640625,
          -14.200275421142578,
          -66.14286041259766,
          5.205782413482666,
          -83.43626403808594,
          -15.153793334960938,
          6.662443161010742,
          15.06389331817627,
          34.30510711669922,
          81.23206329345703,
          47.80400466918945,
          62.54205322265625,
          38.88935470581055,
          48.59198760986328,
          54.202232360839844,
          62.869102478027344,
          40.202964782714844,
          84.0313949584961,
          56.79525375366211,
          18.687692642211914,
          16.009565353393555,
          21.621417999267578,
          61.56562423706055,
          68.50352478027344,
          75.69440460205078,
          54.55656814575195,
          72.14570617675781,
          58.849327087402344,
          45.46457290649414,
          50.0418815612793,
          49.806514739990234,
          53.647193908691406,
          38.955345153808594,
          38.06984329223633,
          45.8146858215332,
          70.5292739868164,
          67.45889282226562,
          61.10063934326172,
          -47.47687911987305,
          -63.625675201416016,
          -21.276409149169922,
          -34.70732116699219,
          -25.47269058227539,
          29.640899658203125,
          50.530826568603516,
          17.589500427246094,
          -26.200345993041992,
          -40.53629684448242,
          30.646812438964844,
          80.55461120605469,
          0.7854602336883545,
          -69.87471008300781,
          -2.8975915908813477,
          72.26475524902344,
          58.79393768310547,
          61.28647994995117,
          71.81366729736328,
          36.21246337890625,
          -29.02602767944336,
          29.340269088745117,
          -19.8192138671875,
          -25.16132354736328,
          -19.950611114501953,
          -17.15795135498047,
          -9.054637908935547,
          59.54233169555664,
          12.860145568847656,
          4.124924659729004,
          -7.906806468963623,
          -29.072202682495117,
          -28.519039154052734,
          -12.402145385742188,
          0.9812076091766357,
          7.485280513763428,
          27.21248435974121,
          -30.52451515197754,
          -1.8522882461547852,
          -12.81021499633789,
          -11.661614418029785,
          -5.705324649810791,
          -4.344637870788574,
          -15.362351417541504,
          -2.7044084072113037,
          -1.2077053785324097,
          -11.03620719909668,
          -19.467557907104492,
          0.06797194480895996,
          -50.559391021728516,
          23.752803802490234,
          27.971668243408203,
          -52.24742126464844,
          -45.202980041503906,
          1.8207770586013794,
          0.9255039095878601,
          -6.487812042236328,
          -0.6815193295478821,
          0.26214367151260376,
          -10.16560173034668,
          -11.627184867858887,
          -17.5251522064209,
          2.996528148651123,
          -4.131128311157227,
          2.7636380195617676,
          -4.577685356140137,
          -3.018320322036743
         ],
         "z": [
          11.964194297790527,
          36.58341598510742,
          41.82568359375,
          16.094898223876953,
          23.920053482055664,
          23.749134063720703,
          5.521934509277344,
          23.600860595703125,
          22.14590835571289,
          10.264861106872559,
          21.582338333129883,
          13.30769157409668,
          -18.958642959594727,
          0.8952897787094116,
          18.094661712646484,
          -4.128978252410889,
          -17.293790817260742,
          23.45431900024414,
          -15.76830005645752,
          9.434118270874023,
          23.779878616333008,
          31.365188598632812,
          42.828819274902344,
          34.91699981689453,
          39.70186996459961,
          -7.085000038146973,
          14.163288116455078,
          -6.786447525024414,
          27.184650421142578,
          14.693270683288574,
          11.337032318115234,
          22.787721633911133,
          -19.69202423095703,
          10.194803237915039,
          -17.399751663208008,
          24.372499465942383,
          27.59510612487793,
          4.703176498413086,
          40.24044418334961,
          -31.543743133544922,
          -28.30834197998047,
          -6.820591449737549,
          1.1212563514709473,
          3.9646518230438232,
          26.872201919555664,
          20.66585350036621,
          12.579602241516113,
          37.32859802246094,
          44.545555114746094,
          29.566308975219727,
          11.958033561706543,
          17.728818893432617,
          -7.586104393005371,
          1.8034995794296265,
          -95.11235809326172,
          -25.270845413208008,
          -36.88749313354492,
          -42.81069564819336,
          -24.91556739807129,
          2.3879036903381348,
          16.208051681518555,
          42.764923095703125,
          16.137325286865234,
          -6.0505290031433105,
          11.359148025512695,
          39.40663528442383,
          -50.88837814331055,
          -53.94184494018555,
          -47.72747802734375,
          -44.01012420654297,
          -34.20920181274414,
          -19.842622756958008,
          -25.424619674682617,
          -25.959136962890625,
          -90.20074462890625,
          -73.7698974609375,
          159.67811584472656,
          -75.69332885742188,
          -71.9596939086914,
          -78.97576141357422,
          -34.1020393371582,
          24.32402801513672,
          -11.222429275512695,
          2.060957193374634,
          30.764423370361328,
          35.383140563964844,
          22.958192825317383,
          30.353979110717773,
          52.97506332397461,
          29.212650299072266,
          27.528791427612305,
          39.20039749145508,
          14.177410125732422,
          -8.025668144226074,
          30.796754837036133,
          35.969749450683594,
          -44.682167053222656,
          42.733985900878906,
          -11.789188385009766,
          30.614063262939453,
          -39.936378479003906,
          -50.10298156738281,
          -16.987930297851562,
          -53.4322395324707,
          -46.508907318115234,
          -34.82745361328125,
          47.716575622558594,
          -39.30149841308594,
          -40.79231262207031,
          -42.93783187866211,
          -61.47393798828125,
          -78.73009490966797,
          -59.721412658691406,
          -60.464256286621094,
          -67.63423156738281,
          -56.74494934082031,
          -70.60432434082031,
          -71.81588745117188,
          -62.46138000488281,
          -80.38286590576172,
          34.67399978637695,
          40.29796600341797,
          24.758277893066406,
          35.73945236206055,
          30.38075828552246,
          29.772079467773438,
          35.578372955322266,
          -71.14881896972656,
          -66.69817352294922,
          -70.25902557373047,
          -50.349605560302734,
          -76.76162719726562,
          -56.31039047241211,
          50.056419372558594,
          -46.504695892333984,
          -55.2845573425293,
          -60.25771713256836,
          -63.949920654296875,
          38.168365478515625,
          -56.10322570800781,
          -68.47986602783203,
          -30.955778121948242,
          -52.217628479003906,
          -41.687660217285156,
          -44.36763000488281,
          -25.374032974243164,
          -25.41876792907715,
          16.43168067932129,
          -33.84587478637695,
          -43.58427810668945,
          31.284025192260742,
          -44.3609504699707,
          -50.21676254272461,
          -38.78077697753906,
          -51.8001594543457,
          -22.861064910888672,
          -14.414529800415039,
          -40.875274658203125,
          40.00230026245117,
          28.083759307861328,
          -44.87031173706055,
          -32.43991470336914,
          -39.79097366333008,
          -29.68614959716797,
          -46.71217346191406,
          -34.628440856933594,
          -31.300060272216797,
          -36.73110580444336,
          -45.20883560180664,
          -39.15184783935547,
          -50.59577560424805,
          -36.92474365234375,
          45.70170974731445,
          37.038482666015625,
          14.198760986328125,
          -16.5426025390625,
          -4.665309906005859,
          24.367517471313477,
          23.299957275390625,
          26.99521827697754,
          11.37285327911377,
          15.924006462097168,
          21.382762908935547,
          15.401823043823242,
          18.404977798461914,
          23.004297256469727,
          29.328033447265625,
          -79.66602325439453,
          -85.20490264892578,
          -73.10990905761719,
          -92.4365234375,
          -81.39089965820312,
          -86.38958740234375,
          -21.37640953063965,
          -24.613733291625977,
          -41.78101348876953,
          -47.7690315246582,
          -44.33232116699219,
          -43.91629409790039,
          -80.86351013183594,
          -86.51644897460938,
          -52.18037796020508,
          -57.15317153930664,
          -37.356040954589844,
          -35.68220520019531,
          -5.906941890716553,
          14.959405899047852,
          32.16471481323242,
          27.65680503845215,
          62.474021911621094,
          52.622589111328125,
          58.165164947509766,
          15.932516098022461,
          -7.564301013946533,
          -18.19462776184082,
          2.1722235679626465,
          18.274078369140625,
          49.71492004394531,
          66.50973510742188,
          60.23920822143555,
          29.805110931396484,
          32.15776062011719,
          -7.416928768157959,
          25.142370223999023,
          17.060489654541016,
          22.34120750427246,
          27.60106658935547,
          6.105651378631592,
          -32.51041030883789,
          -27.799304962158203,
          0.9889753460884094,
          9.435873031616211,
          16.408281326293945,
          8.499417304992676,
          -4.149438858032227,
          -1.8368061780929565,
          14.878085136413574,
          12.469983100891113,
          -31.0723876953125,
          -12.616817474365234,
          -0.35585594177246094,
          8.610796928405762,
          -7.762133598327637,
          -39.53067398071289,
          -14.083114624023438,
          -9.52687931060791,
          -37.018218994140625,
          -7.283113956451416,
          -31.560810089111328,
          -44.13059616088867,
          -50.30076599121094,
          -38.83637237548828,
          -50.1720085144043,
          -57.63334274291992,
          -37.39084243774414,
          -43.93474197387695,
          -42.389102935791016,
          48.834922790527344,
          62.24399948120117,
          59.234127044677734,
          47.61035919189453,
          49.760528564453125,
          59.54438781738281,
          51.207828521728516,
          55.799076080322266,
          23.875755310058594,
          44.055625915527344,
          36.132164001464844,
          25.744646072387695,
          13.486570358276367,
          5.219142913818359,
          -2.204115867614746,
          -74.69585418701172,
          6.70363712310791,
          98.94210815429688,
          0.5758077502250671,
          7.777134418487549,
          -9.408384323120117,
          -4.949817180633545,
          -6.072866916656494,
          0.7227150201797485,
          0.5023427605628967,
          2.5427706241607666,
          -29.34218406677246,
          -41.477317810058594,
          -29.14349365234375,
          -29.958843231201172,
          -22.950809478759766,
          -17.013954162597656,
          -34.67367172241211,
          -30.633628845214844,
          -32.528297424316406,
          -21.887971878051758,
          -9.401887893676758,
          -2.51621150970459,
          28.499366760253906,
          8.47191047668457,
          11.978987693786621,
          -66.2378921508789,
          -69.30856323242188,
          -64.52796173095703,
          -35.811283111572266,
          -45.854835510253906,
          -54.954322814941406,
          -6.493820667266846,
          0.17888452112674713,
          -0.9013363122940063,
          6.8660993576049805,
          37.30656051635742,
          22.025386810302734,
          -16.18405532836914,
          -1.4393537044525146,
          38.463531494140625,
          30.115327835083008,
          40.61627960205078,
          30.11600685119629,
          20.880916595458984,
          18.46685028076172,
          12.29700756072998,
          7.321381568908691,
          3.3647959232330322,
          13.605928421020508,
          44.500938415527344,
          35.1529541015625,
          -8.960023880004883,
          -17.45526885986328,
          -15.045226097106934,
          2.8539071083068848,
          -90.30843353271484,
          -93.8239517211914,
          -90.2879638671875,
          -23.72677993774414,
          -33.614280700683594,
          9.786078453063965,
          22.54679298400879,
          15.441040992736816,
          28.69424819946289,
          34.49570846557617,
          16.261144638061523,
          65.25593566894531,
          23.358217239379883,
          1.6338462829589844,
          -77.49211883544922,
          -68.16654968261719,
          -73.5292739868164,
          -42.95832443237305,
          -33.628910064697266,
          -58.77640914916992,
          -33.623165130615234,
          -47.786800384521484,
          -42.314353942871094,
          -93.1122817993164,
          -82.84657287597656,
          87.12510681152344,
          -51.53129196166992,
          -56.19085693359375,
          4.704373836517334,
          25.09349250793457,
          36.79163360595703,
          34.218109130859375,
          14.30117416381836,
          2.5181162357330322,
          11.173486709594727,
          2.764566659927368,
          13.859560012817383,
          10.751914978027344,
          -6.08789587020874,
          25.68065643310547,
          24.061803817749023,
          26.491453170776367,
          28.81208038330078,
          15.75395679473877,
          15.998481750488281,
          16.638059616088867,
          13.363557815551758,
          3.6692142486572266,
          -12.026470184326172,
          -60.140464782714844,
          17.94709587097168,
          -1.6784440279006958,
          -1.984370231628418,
          -0.6584500074386597,
          14.00961971282959,
          -18.706621170043945,
          15.483359336853027,
          18.68659210205078,
          -75.98656463623047,
          21.738609313964844,
          -14.56855297088623,
          1.0734561681747437,
          -2.5717613697052,
          26.225187301635742,
          5.404562473297119,
          24.276079177856445,
          13.723601341247559,
          1.8253538608551025,
          19.5433292388916,
          7.0801682472229,
          12.746910095214844,
          -9.875901222229004,
          8.029007911682129,
          9.792296409606934,
          -6.95065975189209,
          5.363711357116699,
          -4.873600006103516,
          -0.6059562563896179,
          -4.4465718269348145,
          5.529585361480713,
          7.729747772216797,
          30.049816131591797,
          2.8691532611846924,
          -4.462048530578613,
          8.8644380569458,
          27.577163696289062,
          28.291837692260742,
          2.3134686946868896,
          10.551865577697754,
          34.85260772705078,
          13.655755996704102,
          16.073896408081055,
          4.335710048675537,
          -2.95351243019104,
          15.226724624633789,
          -12.532099723815918,
          -2.7347381114959717,
          9.643658638000488,
          -2.130727767944336,
          19.89577293395996,
          25.339332580566406,
          11.374775886535645,
          20.655488967895508,
          15.367145538330078,
          34.38930130004883,
          14.001629829406738,
          22.620454788208008,
          27.92820930480957,
          15.2514066696167,
          2.0733394622802734,
          25.154077529907227,
          22.225467681884766,
          15.578388214111328,
          6.146410942077637,
          11.951865196228027,
          -4.557986736297607,
          19.92924690246582,
          6.482348442077637,
          -14.033661842346191,
          6.340493202209473,
          9.847318649291992,
          5.22430944442749,
          -2.208892822265625,
          -1.132482647895813,
          -74.15946197509766,
          -1.293793797492981,
          -7.944489002227783,
          12.266925811767578,
          -0.4085574746131897,
          5.918583869934082,
          15.716583251953125,
          33.874229431152344,
          26.163005828857422,
          19.453842163085938,
          44.910240173339844,
          25.513444900512695,
          57.968994140625,
          -1.5176602602005005,
          -9.798919677734375,
          -5.894073963165283,
          29.470722198486328,
          64.71102142333984,
          40.49490737915039,
          27.544998168945312,
          45.85626220703125,
          39.47560119628906,
          -8.902312278747559,
          2.7527072429656982,
          17.4515438079834,
          -8.755989074707031,
          -2.5730295181274414,
          19.109710693359375,
          56.849365234375,
          44.06401062011719,
          49.60713577270508,
          61.43025207519531,
          48.62709045410156,
          53.83348083496094,
          37.01655197143555,
          54.28287887573242,
          44.71467590332031,
          -11.7584228515625,
          -6.1424713134765625,
          44.54451370239258,
          51.057769775390625,
          -64.98686218261719,
          -68.51392364501953,
          -80.1024398803711,
          -64.94579315185547,
          -54.78421401977539,
          -62.47101593017578,
          -59.7194709777832,
          -51.861236572265625,
          36.840518951416016,
          44.4162712097168,
          62.64427185058594,
          57.13486862182617,
          51.78968048095703
         ]
        }
       ],
       "layout": {
        "coloraxis": {
         "colorbar": {
          "title": {
           "text": "Label"
          }
         },
         "colorscale": [
          [
           0,
           "#0d0887"
          ],
          [
           0.1111111111111111,
           "#46039f"
          ],
          [
           0.2222222222222222,
           "#7201a8"
          ],
          [
           0.3333333333333333,
           "#9c179e"
          ],
          [
           0.4444444444444444,
           "#bd3786"
          ],
          [
           0.5555555555555556,
           "#d8576b"
          ],
          [
           0.6666666666666666,
           "#ed7953"
          ],
          [
           0.7777777777777778,
           "#fb9f3a"
          ],
          [
           0.8888888888888888,
           "#fdca26"
          ],
          [
           1,
           "#f0f921"
          ]
         ]
        },
        "height": 800,
        "legend": {
         "tracegroupgap": 0
        },
        "scene": {
         "domain": {
          "x": [
           0,
           1
          ],
          "y": [
           0,
           1
          ]
         },
         "xaxis": {
          "title": {
           "text": "0"
          }
         },
         "yaxis": {
          "title": {
           "text": "1"
          }
         },
         "zaxis": {
          "title": {
           "text": "2"
          }
         }
        },
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "3d TSNE Plot for Outliers"
        },
        "width": 900
       }
      },
      "text/html": [
       "<div>                            <div id=\"d96c7296-6ea2-4160-82ce-d037a1903bd2\" class=\"plotly-graph-div\" style=\"height:800px; width:900px;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"d96c7296-6ea2-4160-82ce-d037a1903bd2\")) {                    Plotly.newPlot(                        \"d96c7296-6ea2-4160-82ce-d037a1903bd2\",                        [{\"customdata\": [[0.00632], [0.02731], [0.02729], [0.032369999999999996], [0.06905], [0.02985], [0.08829], [0.14455], [0.21124], [0.17004], [0.22489], [0.11747], [0.09378], [0.62976], [0.6379600000000001], [0.62739], [1.05393], [0.7842], [0.80271], [0.7258], [1.25179], [0.8520399999999999], [1.2324700000000002], [0.9884299999999999], [0.75026], [0.84054], [0.67191], [0.9557700000000001], [0.77299], [1.00245], [1.13081], [1.3547200000000001], [1.38799], [1.15172], [1.6128200000000001], [0.06417], [0.09744], [0.08014], [0.17505], [0.027630000000000002], [0.033589999999999995], [0.12744], [0.1415], [0.15936], [0.12269000000000001], [0.17142000000000002], [0.18836], [0.22926999999999997], [0.25387], [0.21977], [0.08872999999999999], [0.04337], [0.0536], [0.04981], [0.0136], [0.01311], [0.02055], [0.01432], [0.15445], [0.10328], [0.14932], [0.17171], [0.11027], [0.1265], [0.01951], [0.03584], [0.043789999999999996], [0.05789], [0.13554000000000002], [0.12816], [0.08826], [0.15875999999999998], [0.09164], [0.19539], [0.07896], [0.09512000000000001], [0.10153], [0.08707000000000001], [0.05646], [0.08387], [0.04113], [0.04462], [0.03659], [0.03551], [0.050589999999999996], [0.05735], [0.051879999999999996], [0.07151], [0.0566], [0.053020000000000005], [0.04684], [0.03932], [0.04203], [0.02875], [0.04294], [0.12204000000000001], [0.11504], [0.12082999999999999], [0.08187], [0.0686], [0.14866], [0.11432], [0.22876], [0.21161], [0.1396], [0.13262000000000002], [0.1712], [0.13117], [0.12802], [0.26363000000000003], [0.10793], [0.10084], [0.12329000000000001], [0.22211999999999998], [0.14231], [0.17134000000000002], [0.13158], [0.15098], [0.13058], [0.14476], [0.06899], [0.07165], [0.09299], [0.15037999999999999], [0.09849], [0.16902], [0.38735], [0.25915], [0.32543], [0.88125], [0.34006], [1.19294], [0.59005], [0.32982], [0.9761700000000001], [0.55778], [0.32264], [0.35233000000000003], [0.2498], [0.54452], [0.2909], [1.6286399999999999], [3.32105], [4.0974], [2.7797400000000003], [2.37934], [2.15505], [2.36862], [2.3309900000000003], [2.7339700000000002], [1.6566], [1.49632], [1.12658], [2.14918], [1.41385], [3.5350099999999998], [2.4466799999999997], [1.22358], [1.34284], [1.4250200000000002], [1.27346], [1.46336], [1.8337700000000001], [1.51902], [2.2423599999999997], [2.924], [2.01019], [1.8002799999999999], [2.3004], [2.4495299999999998], [1.2074200000000002], [2.3139], [0.13914], [0.09178], [0.08447], [0.06663999999999999], [0.07022], [0.05425], [0.06642], [0.0578], [0.06588], [0.06888], [0.09103], [0.10008], [0.08308], [0.06047], [0.05602000000000001], [0.07875], [0.12579], [0.0837], [0.09068], [0.06911], [0.08664], [0.02187], [0.01439], [0.01381], [0.04011], [0.04666], [0.03768], [0.0315], [0.01778], [0.03445], [0.021769999999999998], [0.0351], [0.02009], [0.13642], [0.22969], [0.25199], [0.13587], [0.43571000000000004], [0.17446], [0.37578], [0.21719000000000002], [0.14052], [0.28955], [0.19802], [0.0456], [0.07013], [0.11069000000000001], [0.11425], [0.35809], [0.40771], [0.62356], [0.6147], [0.31533], [0.52693], [0.38214000000000004], [0.41238], [0.29819], [0.44178], [0.537], [0.46296000000000004], [0.57529], [0.33147], [0.44791000000000003], [0.33045], [0.52058], [0.51183], [0.08244], [0.09252], [0.11329000000000002], [0.10612], [0.1029], [0.12757000000000002], [0.20608], [0.19133], [0.33983], [0.19657], [0.16439], [0.19072999999999998], [0.1403], [0.21409], [0.08221], [0.36894], [0.04819], [0.035480000000000005], [0.015380000000000001], [0.61154], [0.66351], [0.65665], [0.5401100000000001], [0.5341199999999999], [0.5201399999999999], [0.82526], [0.55007], [0.76162], [0.7857], [0.57834], [0.5405], [0.09065], [0.29916], [0.16211], [0.1146], [0.22188000000000002], [0.05644], [0.09604], [0.10469], [0.061270000000000005], [0.07977999999999999], [0.21038], [0.03578], [0.03705], [0.06129], [0.015009999999999999], [0.009059999999999999], [0.01096], [0.01965], [0.03871], [0.0459], [0.04297], [0.035019999999999996], [0.07886], [0.03615], [0.08265], [0.08199], [0.12932000000000002], [0.053720000000000004], [0.14103], [0.06466000000000001], [0.05561], [0.04417], [0.03537], [0.09266], [0.1], [0.05515], [0.05479], [0.07503], [0.049319999999999996], [0.49298000000000003], [0.3494], [2.63548], [0.7904100000000001], [0.26169000000000003], [0.26938], [0.3692], [0.25356], [0.31827], [0.24522], [0.40202], [0.47547], [0.1676], [0.18159], [0.35114], [0.28392], [0.34109], [0.19186], [0.30346999999999996], [0.24103000000000002], [0.06617], [0.06724], [0.045439999999999994], [0.050230000000000004], [0.03466], [0.05083], [0.037380000000000004], [0.03961], [0.03427], [0.030410000000000003], [0.03306], [0.054970000000000005], [0.06151], [0.013009999999999999], [0.024980000000000002], [0.02543], [0.030489999999999996], [0.03113], [0.06162], [0.0187], [0.015009999999999999], [0.02899], [0.062110000000000005], [0.0795], [0.07244], [0.01709], [0.04301], [0.10659], [8.98296], [3.8497], [5.20177], [4.26131], [4.541919999999999], [3.83684], [3.6782199999999996], [4.22239], [3.4742800000000003], [4.55587], [3.69695], [13.5222], [4.898219999999999], [5.669980000000001], [6.53876], [9.2323], [8.26725], [11.1081], [18.4982], [19.6091], [15.288], [9.82349], [23.6482], [17.8667], [88.9762], [15.8744], [9.18702], [7.9924800000000005], [20.0849], [16.8118], [24.3938], [22.5971], [14.3337], [8.15174], [6.96215], [5.29305], [11.5779], [8.64476], [13.3598], [8.71675], [5.87205], [7.67202], [38.3518], [9.91655], [25.0461], [14.2362], [9.59571], [24.8017], [41.5292], [67.9208], [20.7162], [11.9511], [7.40389], [14.4383], [51.1358], [14.0507], [18.811], [28.6558], [45.7461], [18.0846], [10.8342], [25.9406], [73.5341], [11.8123], [11.0874], [7.022589999999999], [12.0482], [7.05042], [8.792119999999999], [15.8603], [12.2472], [37.6619], [7.36711], [9.33889], [8.49213], [10.0623], [6.44405], [5.5810699999999995], [13.9134], [11.1604], [14.4208], [15.1772], [13.6781], [9.39063], [22.0511], [9.72418], [5.66637], [9.96654], [12.8023], [10.6718], [6.288069999999999], [9.92485], [9.329089999999999], [7.52601], [6.71772], [5.44114], [5.09017], [8.24809], [9.513630000000001], [4.75237], [4.668830000000001], [8.20058], [7.75223], [6.80117], [4.812130000000001], [3.69311], [6.65492], [5.82115], [7.83932], [3.1636], [3.7749800000000002], [4.422280000000001], [15.5757], [13.0751], [4.34879], [4.03841], [3.56868], [4.64689], [8.05579], [6.39312], [4.87141], [15.0234], [10.232999999999999], [14.3337], [5.8240099999999995], [5.7081800000000005], [5.73116], [2.81838], [2.37857], [3.6736699999999995], [5.69175], [4.8356699999999995], [0.15086], [0.18337], [0.20745999999999998], [0.10574000000000001], [0.11132], [0.17331], [0.27957], [0.17899], [0.2896], [0.26838], [0.23911999999999997], [0.17783], [0.22438000000000002], [0.06262999999999999], [0.04527], [0.06076], [0.10959], [0.04741]], \"hovertemplate\": \"0=%{x}<br>1=%{y}<br>2=%{z}<br>Feature=%{customdata[0]}<br>Label=%{marker.color}<extra></extra>\", \"legendgroup\": \"\", \"marker\": {\"color\": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], \"coloraxis\": \"coloraxis\", \"opacity\": 0.7, \"symbol\": \"circle\"}, \"mode\": \"markers\", \"name\": \"\", \"scene\": \"scene\", \"showlegend\": false, \"type\": \"scatter3d\", \"x\": [10.45704460144043, 36.766510009765625, 29.452075958251953, 41.03282928466797, 49.265716552734375, 48.418758392333984, 51.92738723754883, 46.9532585144043, 34.36761474609375, 35.44882583618164, 35.19968795776367, 45.501399993896484, 45.970848083496094, 43.08554458618164, 13.107172012329102, 52.270633697509766, 33.6020622253418, 44.685516357421875, 13.59154224395752, 38.53486251831055, 9.37700366973877, 30.29742431640625, 34.65690612792969, 30.621442794799805, 22.673931121826172, 14.793601989746094, 19.100345611572266, 6.148319244384766, 22.047405242919922, 23.552637100219727, 10.106986999511719, 19.004770278930664, 17.191186904907227, 5.33302640914917, 7.705187797546387, 61.046627044677734, 46.82161331176758, 33.071266174316406, 68.60858917236328, 23.332374572753906, 26.925256729125977, 7.669291019439697, 12.851651191711426, 6.904952049255371, 21.31114387512207, 10.405771255493164, 18.069398880004883, 47.00349807739258, 48.250091552734375, 38.089111328125, 24.05032730102539, 30.802125930786133, 11.992764472961426, 12.597697257995605, 11.834367752075195, 43.34897994995117, -4.311005115509033, 25.112783432006836, -36.270660400390625, 9.864287376403809, 2.0606119632720947, 5.632980823516846, 12.200103759765625, 4.905104160308838, 53.032283782958984, -7.558526992797852, -11.600482940673828, 41.0516357421875, 49.959957122802734, 39.47492218017578, 21.84543800354004, 21.09100914001465, 26.75861358642578, 14.421104431152344, 8.912653923034668, 0.05355687811970711, 156.10597229003906, -9.145503044128418, 17.083324432373047, 0.4184739589691162, -35.04756546020508, 6.814985275268555, 15.505208015441895, 10.819016456604004, 14.01058292388916, 24.054866790771484, 20.43649673461914, 24.528480529785156, 33.58539581298828, 33.308509826660156, 32.80839920043945, 29.340534210205078, 10.122023582458496, 16.63226890563965, 6.1439433097839355, 53.83515548706055, 26.295671463012695, 39.053348541259766, 46.769737243652344, 44.19694137573242, -12.015010833740234, -6.71920919418335, -0.2147047221660614, -31.282642364501953, -22.95918846130371, -25.379329681396484, -65.59921264648438, -15.406325340270996, -34.9906120300293, -26.417627334594727, 1.3862091302871704, -28.092235565185547, -29.763826370239258, -41.176368713378906, -22.7036190032959, -14.51242733001709, -21.047496795654297, -34.22228240966797, -6.650476455688477, -25.112049102783203, 70.25833892822266, 73.18749237060547, 75.0965347290039, 70.38594055175781, 65.89744567871094, 78.5982894897461, 81.96969604492188, -32.95597457885742, -53.481285095214844, -49.31128692626953, -39.68951416015625, -42.88340759277344, -30.656661987304688, -7.176801681518555, 14.060598373413086, -46.21269607543945, -34.70669174194336, -40.3109245300293, 111.25516510009766, -51.57685470581055, -44.91595458984375, -145.2707977294922, -41.485660552978516, -41.835086822509766, -49.472206115722656, 5.686380386352539, 16.359220504760742, -86.79911804199219, -15.523776054382324, -17.92338752746582, -89.58428955078125, -7.318579196929932, -7.875845909118652, 4.394824028015137, 3.7347593307495117, 7.567548751831055, 10.533212661743164, -10.597818374633789, -66.15641021728516, -91.02651977539062, 2.2089684009552, -11.88404369354248, -22.126325607299805, -23.204662322998047, -30.02519989013672, 15.345443725585938, -17.816192626953125, 9.636642456054688, 12.528990745544434, 2.9310178756713867, 4.0071940422058105, -7.517698764801025, 35.37936019897461, 33.58748245239258, 31.18551254272461, 39.951927185058594, 48.78821563720703, 34.88215255737305, 23.662738800048828, 67.02133178710938, 72.92034912109375, 67.74488830566406, 79.19361877441406, 80.93529510498047, 69.2074203491211, 64.74955749511719, 71.20758056640625, -10.928175926208496, 0.7103241682052612, -2.0052309036254883, -8.251542091369629, -5.275155067443848, -15.162971496582031, 17.303234100341797, 12.854416847229004, 28.13995361328125, 9.415124893188477, -10.858742713928223, -16.351985931396484, 3.4176454544067383, -6.283733367919922, -23.671728134155273, -22.635515213012695, 47.871726989746094, 44.64372253417969, 24.12380599975586, 41.572078704833984, 31.561676025390625, 50.2774658203125, 23.244081497192383, 25.537700653076172, 35.042388916015625, 52.05329132080078, 33.86344909667969, 6.757596015930176, 43.524593353271484, 41.58843994140625, 23.234596252441406, 29.15380859375, 19.883407592773438, 19.10633087158203, 41.490108489990234, 66.336669921875, 21.293190002441406, 1.8612430095672607, -0.6310281157493591, 8.052262306213379, 6.563299179077148, 20.340253829956055, 29.58742904663086, 24.79779815673828, 13.807633399963379, 9.924344062805176, 1.465268611907959, 11.531320571899414, 21.922109603881836, 27.01078987121582, 21.984350204467773, 11.007774353027344, -0.038500331342220306, -2.0286548137664795, -0.17029812932014465, -1.143310785293579, 16.506668090820312, 39.75762939453125, 50.15080261230469, 46.49818801879883, 41.66120529174805, 53.434226989746094, 38.70353698730469, 29.659835815429688, 32.76152801513672, 29.950584411621094, 38.136966705322266, -10.807869911193848, 0.026730896905064583, 36.718658447265625, 16.83195686340332, 5.608828544616699, 9.303808212280273, 22.901241302490234, 7.378700256347656, 14.333293914794922, 3.2777340412139893, 15.307000160217285, 17.445268630981445, 13.485514640808105, 13.485037803649902, 12.76755142211914, 40.950096130371094, 31.832847595214844, 19.8527774810791, -145.49432373046875, 44.70003890991211, -110.4468994140625, 20.23797607421875, 11.914690971374512, 18.854867935180664, 9.520248413085938, 32.12316131591797, 57.833824157714844, 40.52668762207031, 53.848472595214844, 55.0803337097168, 11.521560668945312, -3.0739176273345947, 20.55101203918457, 4.581268787384033, -4.977604389190674, 10.012248992919922, 32.22474670410156, 36.211090087890625, 31.141096115112305, 23.74526596069336, 36.11260223388672, 10.824944496154785, 39.41136932373047, 51.63963317871094, -4.128172874450684, -13.838580131530762, -22.939163208007812, 54.2929573059082, 43.37602996826172, 24.47859764099121, 41.79079055786133, 43.31066131591797, 55.19267272949219, 49.11497497558594, 22.15633201599121, 36.12822723388672, 15.387102127075195, 42.625118255615234, 38.70627975463867, 31.26892852783203, 25.829057693481445, 44.40093994140625, 34.3294792175293, 48.488529205322266, 40.72425079345703, 51.603092193603516, 55.939632415771484, -14.459211349487305, 5.602015495300293, 36.67897415161133, 45.18330001831055, 20.575681686401367, 33.101898193359375, 44.34019470214844, -0.1443604826927185, -4.614151954650879, -11.266799926757812, 2.521292209625244, 20.29833221435547, 29.365007400512695, 27.98920249938965, 18.095746994018555, 34.430912017822266, 41.356117248535156, 28.701475143432617, -17.948932647705078, 36.18587112426758, -2.175265312194824, -13.871334075927734, -16.800081253051758, -13.00300121307373, 46.74949645996094, 48.06943893432617, -14.096508979797363, 11.6559419631958, 52.5163459777832, 59.75923156738281, -1.3509005308151245, 6.734206199645996, -4.052798748016357, -3.9347293376922607, -8.176141738891602, -40.192928314208984, -24.330108642578125, -24.942943572998047, -34.81321334838867, -40.07736587524414, -60.797508239746094, -29.805280685424805, -52.23836898803711, -55.74583435058594, -55.486087799072266, -73.14530944824219, -42.12521743774414, -68.85538482666016, -60.83906936645508, -59.751163482666016, -62.74907302856445, -68.05493927001953, -63.096195220947266, -60.188377380371094, -23.69522476196289, -50.83553695678711, 41.968807220458984, -37.32318115234375, -43.01359939575195, -29.35796356201172, -35.45976257324219, -52.04734802246094, -32.0627555847168, -86.28546905517578, -50.614131927490234, 29.958120346069336, -47.80986785888672, -50.21509552001953, -48.22867202758789, -41.07081985473633, -38.51632308959961, -54.26731491088867, -30.129253387451172, -29.1646671295166, -29.57903289794922, -44.95456314086914, -51.813045501708984, -36.85841751098633, -74.28067779541016, -45.811012268066406, -41.261810302734375, -40.783241271972656, -32.79754638671875, -86.99567413330078, -38.57649612426758, -53.94342803955078, -73.15510559082031, -83.92975616455078, -54.40191650390625, -24.484317779541016, -32.23025131225586, -53.99528503417969, -65.4350814819336, -23.97827911376953, -21.545398712158203, -41.665435791015625, -36.02925109863281, -33.487586975097656, -18.490137100219727, -69.37774658203125, -79.1004867553711, -75.35486602783203, -39.42242431640625, -46.19770812988281, -46.908790588378906, -47.15732955932617, -37.6799430847168, -44.809268951416016, -26.35943603515625, -35.537391662597656, -47.97191619873047, -36.60141372680664, -40.169212341308594, -29.864953994750977, -45.88007736206055, -23.85947036743164, -21.026893615722656, -29.641393661499023, -41.620994567871094, -25.686420440673828, -29.168256759643555, -22.243473052978516, -32.37925338745117, -64.83511352539062, -37.792545318603516, -75.40624237060547, -40.48513412475586, -38.591758728027344, -71.30500030517578, -39.854034423828125, -49.696311950683594, -52.797882080078125, -35.41236877441406, -30.565649032592773, -30.16478729248047, -34.2259635925293, -33.84870910644531, -76.59146881103516, -35.04835510253906, -75.7046890258789, -20.99629020690918, -34.194664001464844, -32.28964614868164, -37.917503356933594, -76.80023956298828, -24.986793518066406, -66.82280731201172, -50.39848327636719, -42.91049575805664, -23.471988677978516, -23.052453994750977, -37.853275299072266, -44.857418060302734, -54.64860534667969, -83.04252624511719, -33.24125289916992, -62.21828842163086, -29.073360443115234, -41.30152130126953, -33.05870056152344, -28.33185386657715, -25.23682975769043, -54.79701614379883, -56.85408020019531, -50.14508819580078, -42.91572952270508, -44.72694396972656, -31.851882934570312, -51.462764739990234, -58.22905349731445, -41.218406677246094, -36.94317626953125, -5.803322792053223, 6.337555408477783, 9.116252899169922, -22.092178344726562, -15.469127655029297, -11.136637687683105, -23.203535079956055, -15.701635360717773, 41.34845733642578, 35.1179313659668, 26.91684341430664, 33.3776741027832, 44.64842224121094], \"y\": [-5.34839391708374, 41.26766586303711, 52.53199768066406, 77.34882354736328, 74.49764251708984, 62.892520904541016, -41.032135009765625, -72.09197235107422, -80.95574951171875, -65.17459106445312, -69.06269836425781, -59.63710403442383, -18.96995735168457, -31.04149055480957, -56.40984344482422, -25.93425178527832, -17.00426483154297, -49.68674850463867, -55.32360076904297, -38.78368377685547, -70.29136657714844, -56.57574462890625, -62.36091232299805, -72.48658752441406, -63.285343170166016, -63.440860748291016, -67.5375747680664, -61.35926055908203, -63.982391357421875, -56.71372604370117, -77.90736389160156, -76.84603881835938, -69.59558868408203, -68.6108627319336, -68.7712631225586, -3.4943227767944336, -7.280007362365723, 9.108180046081543, -18.71694564819336, 45.55646514892578, 34.600643157958984, 79.05414581298828, 84.75503540039062, 74.91908264160156, 72.31172180175781, 71.4095687866211, 67.83128356933594, 44.79484176635742, 38.36259078979492, 52.55016326904297, 51.6545524597168, 43.74094009399414, 63.02354049682617, 59.70158386230469, 31.554065704345703, 48.01997756958008, 42.162376403808594, 52.678306579589844, -50.22602462768555, 11.239239692687988, 9.155200004577637, 1.7975420951843262, 6.16701078414917, 16.610668182373047, 58.2180290222168, 58.562965393066406, 30.220556259155273, -19.100976943969727, -25.47350311279297, -25.138031005859375, -12.31447982788086, -18.751846313476562, -7.645951747894287, -11.660122871398926, 0.340042382478714, -12.113567352294922, -20.636350631713867, -4.921483516693115, -0.9824433326721191, 1.1331455707550049, 21.82364845275879, 3.539243698120117, 18.3361759185791, 21.986230850219727, 55.59859085083008, 59.71971893310547, 58.978736877441406, 49.64407730102539, 7.187021732330322, 18.660438537597656, 7.145400524139404, 6.974118709564209, 22.457246780395508, 30.379270553588867, 13.611282348632812, -10.777339935302734, -43.85550308227539, 16.959136962890625, 19.323558807373047, 16.720247268676758, -13.617046356201172, -6.853328704833984, -91.4764175415039, -2.3798694610595703, -8.522812843322754, -10.855276107788086, 20.125268936157227, -1.1562676429748535, -5.809015274047852, 3.278499126434326, -8.0185546875, -37.61115264892578, -33.8918571472168, -28.597414016723633, -41.49302673339844, -64.86785888671875, -29.366165161132812, -29.534156799316406, -60.60028076171875, -24.033344268798828, 53.556922912597656, 42.86309814453125, 34.54801559448242, 31.03063201904297, 40.819671630859375, 45.2413215637207, 33.860477447509766, -49.65736770629883, -44.17009735107422, -31.859928131103516, -39.42438888549805, -41.79511260986328, -47.152347564697266, -53.20082092285156, -81.25194549560547, -49.903594970703125, -58.49046325683594, -41.55088806152344, 146.24745178222656, -36.62263488769531, -54.152557373046875, -59.74061965942383, -15.280790328979492, -21.338966369628906, -12.871336936950684, -83.32051849365234, -87.55569458007812, -30.750028610229492, -63.66172409057617, -57.340023040771484, -18.532556533813477, -65.01642608642578, -53.65319061279297, -77.00480651855469, -61.088661193847656, -96.82211303710938, -89.98625183105469, -40.21476364135742, 59.612815856933594, -7.298115253448486, -49.46627426147461, -31.30808448791504, -32.15013122558594, -29.341028213500977, -20.4041748046875, -77.52601623535156, -40.974998474121094, -87.82191467285156, -67.70752716064453, -60.49593734741211, -74.192138671875, -53.90333557128906, -39.5549201965332, -31.121444702148438, -19.448335647583008, -5.7556562423706055, -8.33033561706543, -22.968835830688477, -23.16846466064453, 68.15690612792969, 54.559425354003906, 65.6494140625, 55.81714630126953, 45.68898391723633, 45.06818389892578, 56.018550872802734, 73.27235412597656, 16.815855026245117, 18.009538650512695, 20.55655288696289, 18.873640060424805, 27.512928009033203, 26.42301368713379, 39.267906188964844, 49.28720474243164, 39.00733947753906, -13.921869277954102, 55.206199645996094, 42.2116584777832, 42.255706787109375, 42.323795318603516, 34.9992561340332, 48.656455993652344, 44.11110305786133, 56.14313507080078, 5.063884258270264, 13.72254467010498, -5.265697002410889, 3.2150931358337402, -21.1645565032959, -14.432290077209473, -18.727296829223633, 7.789063453674316, 15.935050964355469, -21.81239891052246, 16.086938858032227, 2.3822247982025146, -1.7796931266784668, -11.703715324401855, -7.031552791595459, -49.19004440307617, -62.634281158447266, -13.564950942993164, -36.43364715576172, -40.12937545776367, -30.300636291503906, -39.3701171875, -48.26997756958008, -25.391557693481445, -20.504493713378906, -41.78166961669922, -41.399932861328125, -30.312816619873047, -31.507328033447266, -40.55717086791992, -32.17865753173828, -41.95912170410156, -30.375356674194336, 5.649967670440674, 5.307758808135986, 4.704824447631836, -1.394974946975708, -4.500887393951416, 3.316437005996704, -50.945533752441406, -50.152626037597656, -16.753211975097656, -57.26509094238281, -25.494400024414062, -9.895651817321777, -12.5602445602417, 0.13177895545959473, 0.15351444482803345, -4.919391632080078, 32.232421875, 31.989126205444336, 48.5447998046875, 31.63039779663086, 19.07466697692871, 7.175987243652344, 20.452444076538086, 24.957534790039062, 28.477481842041016, 13.353836059570312, 16.910200119018555, 19.315216064453125, 14.116927146911621, 30.29222297668457, 33.03154754638672, 52.72246551513672, 62.99578857421875, 72.1401596069336, 49.3381233215332, 65.26748657226562, 255.03944396972656, 41.21772766113281, 39.51731872558594, 48.499698638916016, 44.1015739440918, 73.2747802734375, 62.62043380737305, 75.88819885253906, 73.95537567138672, 51.35268020629883, 44.17396926879883, 21.93534278869629, 61.7479133605957, 25.696016311645508, 22.732383728027344, 19.377548217773438, 53.29092788696289, 40.60721206665039, 45.11872100830078, -7.720075607299805, -3.0039174556732178, -13.535260200500488, -6.777334213256836, -8.484283447265625, 43.09791564941406, 48.346832275390625, 32.020729064941406, -7.973134994506836, 1.542675256729126, 14.301856994628906, 64.71833038330078, 53.25465774536133, 49.44805145263672, 44.377540588378906, -36.73203659057617, -35.751041412353516, -32.50220489501953, -19.130693435668945, -50.52629852294922, -43.09453201293945, -48.13045883178711, -38.308841705322266, -52.77080535888672, -34.48111343383789, -27.056241989135742, -23.53314781188965, 0.9355922341346741, 14.365966796875, 77.63654327392578, -16.355085372924805, 5.058151721954346, 0.10924814641475677, 4.73368501663208, 3.690213680267334, -12.931804656982422, -3.201547861099243, -11.517852783203125, 11.061816215515137, 12.739129066467285, 82.39810180664062, 83.68511199951172, 80.61204528808594, 74.28305053710938, 63.87982177734375, 72.06436920166016, 30.940641403198242, 62.7797966003418, 22.101852416992188, -20.917158126831055, 22.925992965698242, 34.0647087097168, -36.16022491455078, -39.805992126464844, 39.35382080078125, 36.300140380859375, -8.604896545410156, -15.382073402404785, 29.558137893676758, 29.201953887939453, 14.307635307312012, 41.894744873046875, 51.927223205566406, -11.974201202392578, -9.868788719177246, -17.294696807861328, -10.46452808380127, 1.3700895309448242, 3.8294596672058105, -6.005434513092041, 11.733163833618164, 8.315080642700195, -2.403472423553467, 26.4654483795166, 33.17222595214844, -18.728811264038086, -12.470309257507324, -23.668916702270508, -14.942792892456055, -3.583054780960083, -55.66854476928711, -68.21232604980469, -54.48564910888672, -5.269230842590332, 25.35879135131836, -64.96121215820312, -60.4263801574707, -82.52184295654297, -50.73629379272461, -45.47733688354492, -10.684510231018066, 27.80961036682129, -60.56417465209961, 18.819660186767578, -73.32599639892578, -18.729469299316406, -44.835426330566406, -35.43640899658203, -0.255738765001297, -55.27630615234375, -40.4788932800293, -48.100624084472656, -36.573219299316406, -34.83223342895508, -33.99667739868164, -79.62747955322266, 2.6511623859405518, -70.21347045898438, -54.167633056640625, -14.200275421142578, -66.14286041259766, 5.205782413482666, -83.43626403808594, -15.153793334960938, 6.662443161010742, 15.06389331817627, 34.30510711669922, 81.23206329345703, 47.80400466918945, 62.54205322265625, 38.88935470581055, 48.59198760986328, 54.202232360839844, 62.869102478027344, 40.202964782714844, 84.0313949584961, 56.79525375366211, 18.687692642211914, 16.009565353393555, 21.621417999267578, 61.56562423706055, 68.50352478027344, 75.69440460205078, 54.55656814575195, 72.14570617675781, 58.849327087402344, 45.46457290649414, 50.0418815612793, 49.806514739990234, 53.647193908691406, 38.955345153808594, 38.06984329223633, 45.8146858215332, 70.5292739868164, 67.45889282226562, 61.10063934326172, -47.47687911987305, -63.625675201416016, -21.276409149169922, -34.70732116699219, -25.47269058227539, 29.640899658203125, 50.530826568603516, 17.589500427246094, -26.200345993041992, -40.53629684448242, 30.646812438964844, 80.55461120605469, 0.7854602336883545, -69.87471008300781, -2.8975915908813477, 72.26475524902344, 58.79393768310547, 61.28647994995117, 71.81366729736328, 36.21246337890625, -29.02602767944336, 29.340269088745117, -19.8192138671875, -25.16132354736328, -19.950611114501953, -17.15795135498047, -9.054637908935547, 59.54233169555664, 12.860145568847656, 4.124924659729004, -7.906806468963623, -29.072202682495117, -28.519039154052734, -12.402145385742188, 0.9812076091766357, 7.485280513763428, 27.21248435974121, -30.52451515197754, -1.8522882461547852, -12.81021499633789, -11.661614418029785, -5.705324649810791, -4.344637870788574, -15.362351417541504, -2.7044084072113037, -1.2077053785324097, -11.03620719909668, -19.467557907104492, 0.06797194480895996, -50.559391021728516, 23.752803802490234, 27.971668243408203, -52.24742126464844, -45.202980041503906, 1.8207770586013794, 0.9255039095878601, -6.487812042236328, -0.6815193295478821, 0.26214367151260376, -10.16560173034668, -11.627184867858887, -17.5251522064209, 2.996528148651123, -4.131128311157227, 2.7636380195617676, -4.577685356140137, -3.018320322036743], \"z\": [11.964194297790527, 36.58341598510742, 41.82568359375, 16.094898223876953, 23.920053482055664, 23.749134063720703, 5.521934509277344, 23.600860595703125, 22.14590835571289, 10.264861106872559, 21.582338333129883, 13.30769157409668, -18.958642959594727, 0.8952897787094116, 18.094661712646484, -4.128978252410889, -17.293790817260742, 23.45431900024414, -15.76830005645752, 9.434118270874023, 23.779878616333008, 31.365188598632812, 42.828819274902344, 34.91699981689453, 39.70186996459961, -7.085000038146973, 14.163288116455078, -6.786447525024414, 27.184650421142578, 14.693270683288574, 11.337032318115234, 22.787721633911133, -19.69202423095703, 10.194803237915039, -17.399751663208008, 24.372499465942383, 27.59510612487793, 4.703176498413086, 40.24044418334961, -31.543743133544922, -28.30834197998047, -6.820591449737549, 1.1212563514709473, 3.9646518230438232, 26.872201919555664, 20.66585350036621, 12.579602241516113, 37.32859802246094, 44.545555114746094, 29.566308975219727, 11.958033561706543, 17.728818893432617, -7.586104393005371, 1.8034995794296265, -95.11235809326172, -25.270845413208008, -36.88749313354492, -42.81069564819336, -24.91556739807129, 2.3879036903381348, 16.208051681518555, 42.764923095703125, 16.137325286865234, -6.0505290031433105, 11.359148025512695, 39.40663528442383, -50.88837814331055, -53.94184494018555, -47.72747802734375, -44.01012420654297, -34.20920181274414, -19.842622756958008, -25.424619674682617, -25.959136962890625, -90.20074462890625, -73.7698974609375, 159.67811584472656, -75.69332885742188, -71.9596939086914, -78.97576141357422, -34.1020393371582, 24.32402801513672, -11.222429275512695, 2.060957193374634, 30.764423370361328, 35.383140563964844, 22.958192825317383, 30.353979110717773, 52.97506332397461, 29.212650299072266, 27.528791427612305, 39.20039749145508, 14.177410125732422, -8.025668144226074, 30.796754837036133, 35.969749450683594, -44.682167053222656, 42.733985900878906, -11.789188385009766, 30.614063262939453, -39.936378479003906, -50.10298156738281, -16.987930297851562, -53.4322395324707, -46.508907318115234, -34.82745361328125, 47.716575622558594, -39.30149841308594, -40.79231262207031, -42.93783187866211, -61.47393798828125, -78.73009490966797, -59.721412658691406, -60.464256286621094, -67.63423156738281, -56.74494934082031, -70.60432434082031, -71.81588745117188, -62.46138000488281, -80.38286590576172, 34.67399978637695, 40.29796600341797, 24.758277893066406, 35.73945236206055, 30.38075828552246, 29.772079467773438, 35.578372955322266, -71.14881896972656, -66.69817352294922, -70.25902557373047, -50.349605560302734, -76.76162719726562, -56.31039047241211, 50.056419372558594, -46.504695892333984, -55.2845573425293, -60.25771713256836, -63.949920654296875, 38.168365478515625, -56.10322570800781, -68.47986602783203, -30.955778121948242, -52.217628479003906, -41.687660217285156, -44.36763000488281, -25.374032974243164, -25.41876792907715, 16.43168067932129, -33.84587478637695, -43.58427810668945, 31.284025192260742, -44.3609504699707, -50.21676254272461, -38.78077697753906, -51.8001594543457, -22.861064910888672, -14.414529800415039, -40.875274658203125, 40.00230026245117, 28.083759307861328, -44.87031173706055, -32.43991470336914, -39.79097366333008, -29.68614959716797, -46.71217346191406, -34.628440856933594, -31.300060272216797, -36.73110580444336, -45.20883560180664, -39.15184783935547, -50.59577560424805, -36.92474365234375, 45.70170974731445, 37.038482666015625, 14.198760986328125, -16.5426025390625, -4.665309906005859, 24.367517471313477, 23.299957275390625, 26.99521827697754, 11.37285327911377, 15.924006462097168, 21.382762908935547, 15.401823043823242, 18.404977798461914, 23.004297256469727, 29.328033447265625, -79.66602325439453, -85.20490264892578, -73.10990905761719, -92.4365234375, -81.39089965820312, -86.38958740234375, -21.37640953063965, -24.613733291625977, -41.78101348876953, -47.7690315246582, -44.33232116699219, -43.91629409790039, -80.86351013183594, -86.51644897460938, -52.18037796020508, -57.15317153930664, -37.356040954589844, -35.68220520019531, -5.906941890716553, 14.959405899047852, 32.16471481323242, 27.65680503845215, 62.474021911621094, 52.622589111328125, 58.165164947509766, 15.932516098022461, -7.564301013946533, -18.19462776184082, 2.1722235679626465, 18.274078369140625, 49.71492004394531, 66.50973510742188, 60.23920822143555, 29.805110931396484, 32.15776062011719, -7.416928768157959, 25.142370223999023, 17.060489654541016, 22.34120750427246, 27.60106658935547, 6.105651378631592, -32.51041030883789, -27.799304962158203, 0.9889753460884094, 9.435873031616211, 16.408281326293945, 8.499417304992676, -4.149438858032227, -1.8368061780929565, 14.878085136413574, 12.469983100891113, -31.0723876953125, -12.616817474365234, -0.35585594177246094, 8.610796928405762, -7.762133598327637, -39.53067398071289, -14.083114624023438, -9.52687931060791, -37.018218994140625, -7.283113956451416, -31.560810089111328, -44.13059616088867, -50.30076599121094, -38.83637237548828, -50.1720085144043, -57.63334274291992, -37.39084243774414, -43.93474197387695, -42.389102935791016, 48.834922790527344, 62.24399948120117, 59.234127044677734, 47.61035919189453, 49.760528564453125, 59.54438781738281, 51.207828521728516, 55.799076080322266, 23.875755310058594, 44.055625915527344, 36.132164001464844, 25.744646072387695, 13.486570358276367, 5.219142913818359, -2.204115867614746, -74.69585418701172, 6.70363712310791, 98.94210815429688, 0.5758077502250671, 7.777134418487549, -9.408384323120117, -4.949817180633545, -6.072866916656494, 0.7227150201797485, 0.5023427605628967, 2.5427706241607666, -29.34218406677246, -41.477317810058594, -29.14349365234375, -29.958843231201172, -22.950809478759766, -17.013954162597656, -34.67367172241211, -30.633628845214844, -32.528297424316406, -21.887971878051758, -9.401887893676758, -2.51621150970459, 28.499366760253906, 8.47191047668457, 11.978987693786621, -66.2378921508789, -69.30856323242188, -64.52796173095703, -35.811283111572266, -45.854835510253906, -54.954322814941406, -6.493820667266846, 0.17888452112674713, -0.9013363122940063, 6.8660993576049805, 37.30656051635742, 22.025386810302734, -16.18405532836914, -1.4393537044525146, 38.463531494140625, 30.115327835083008, 40.61627960205078, 30.11600685119629, 20.880916595458984, 18.46685028076172, 12.29700756072998, 7.321381568908691, 3.3647959232330322, 13.605928421020508, 44.500938415527344, 35.1529541015625, -8.960023880004883, -17.45526885986328, -15.045226097106934, 2.8539071083068848, -90.30843353271484, -93.8239517211914, -90.2879638671875, -23.72677993774414, -33.614280700683594, 9.786078453063965, 22.54679298400879, 15.441040992736816, 28.69424819946289, 34.49570846557617, 16.261144638061523, 65.25593566894531, 23.358217239379883, 1.6338462829589844, -77.49211883544922, -68.16654968261719, -73.5292739868164, -42.95832443237305, -33.628910064697266, -58.77640914916992, -33.623165130615234, -47.786800384521484, -42.314353942871094, -93.1122817993164, -82.84657287597656, 87.12510681152344, -51.53129196166992, -56.19085693359375, 4.704373836517334, 25.09349250793457, 36.79163360595703, 34.218109130859375, 14.30117416381836, 2.5181162357330322, 11.173486709594727, 2.764566659927368, 13.859560012817383, 10.751914978027344, -6.08789587020874, 25.68065643310547, 24.061803817749023, 26.491453170776367, 28.81208038330078, 15.75395679473877, 15.998481750488281, 16.638059616088867, 13.363557815551758, 3.6692142486572266, -12.026470184326172, -60.140464782714844, 17.94709587097168, -1.6784440279006958, -1.984370231628418, -0.6584500074386597, 14.00961971282959, -18.706621170043945, 15.483359336853027, 18.68659210205078, -75.98656463623047, 21.738609313964844, -14.56855297088623, 1.0734561681747437, -2.5717613697052, 26.225187301635742, 5.404562473297119, 24.276079177856445, 13.723601341247559, 1.8253538608551025, 19.5433292388916, 7.0801682472229, 12.746910095214844, -9.875901222229004, 8.029007911682129, 9.792296409606934, -6.95065975189209, 5.363711357116699, -4.873600006103516, -0.6059562563896179, -4.4465718269348145, 5.529585361480713, 7.729747772216797, 30.049816131591797, 2.8691532611846924, -4.462048530578613, 8.8644380569458, 27.577163696289062, 28.291837692260742, 2.3134686946868896, 10.551865577697754, 34.85260772705078, 13.655755996704102, 16.073896408081055, 4.335710048675537, -2.95351243019104, 15.226724624633789, -12.532099723815918, -2.7347381114959717, 9.643658638000488, -2.130727767944336, 19.89577293395996, 25.339332580566406, 11.374775886535645, 20.655488967895508, 15.367145538330078, 34.38930130004883, 14.001629829406738, 22.620454788208008, 27.92820930480957, 15.2514066696167, 2.0733394622802734, 25.154077529907227, 22.225467681884766, 15.578388214111328, 6.146410942077637, 11.951865196228027, -4.557986736297607, 19.92924690246582, 6.482348442077637, -14.033661842346191, 6.340493202209473, 9.847318649291992, 5.22430944442749, -2.208892822265625, -1.132482647895813, -74.15946197509766, -1.293793797492981, -7.944489002227783, 12.266925811767578, -0.4085574746131897, 5.918583869934082, 15.716583251953125, 33.874229431152344, 26.163005828857422, 19.453842163085938, 44.910240173339844, 25.513444900512695, 57.968994140625, -1.5176602602005005, -9.798919677734375, -5.894073963165283, 29.470722198486328, 64.71102142333984, 40.49490737915039, 27.544998168945312, 45.85626220703125, 39.47560119628906, -8.902312278747559, 2.7527072429656982, 17.4515438079834, -8.755989074707031, -2.5730295181274414, 19.109710693359375, 56.849365234375, 44.06401062011719, 49.60713577270508, 61.43025207519531, 48.62709045410156, 53.83348083496094, 37.01655197143555, 54.28287887573242, 44.71467590332031, -11.7584228515625, -6.1424713134765625, 44.54451370239258, 51.057769775390625, -64.98686218261719, -68.51392364501953, -80.1024398803711, -64.94579315185547, -54.78421401977539, -62.47101593017578, -59.7194709777832, -51.861236572265625, 36.840518951416016, 44.4162712097168, 62.64427185058594, 57.13486862182617, 51.78968048095703]}],                        {\"coloraxis\": {\"colorbar\": {\"title\": {\"text\": \"Label\"}}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"height\": 800, \"legend\": {\"tracegroupgap\": 0}, \"scene\": {\"domain\": {\"x\": [0.0, 1.0], \"y\": [0.0, 1.0]}, \"xaxis\": {\"title\": {\"text\": \"0\"}}, \"yaxis\": {\"title\": {\"text\": \"1\"}}, \"zaxis\": {\"title\": {\"text\": \"2\"}}}, \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"3d TSNE Plot for Outliers\"}, \"width\": 900},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('d96c7296-6ea2-4160-82ce-d037a1903bd2');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_model(tuned_iforest)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "        <script type=\"text/javascript\">\n",
       "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
       "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
       "        if (typeof require !== 'undefined') {\n",
       "        require.undef(\"plotly\");\n",
       "        requirejs.config({\n",
       "            paths: {\n",
       "                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
       "            }\n",
       "        });\n",
       "        require(['plotly'], function(Plotly) {\n",
       "            window._Plotly = Plotly;\n",
       "        });\n",
       "        }\n",
       "        </script>\n",
       "        "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "customdata": [
          [
           0.00632
          ],
          [
           0.02731
          ],
          [
           0.02729
          ],
          [
           0.032369999999999996
          ],
          [
           0.06905
          ],
          [
           0.02985
          ],
          [
           0.08829
          ],
          [
           0.14455
          ],
          [
           0.21124
          ],
          [
           0.17004
          ],
          [
           0.22489
          ],
          [
           0.11747
          ],
          [
           0.09378
          ],
          [
           0.62976
          ],
          [
           0.6379600000000001
          ],
          [
           0.62739
          ],
          [
           1.05393
          ],
          [
           0.7842
          ],
          [
           0.80271
          ],
          [
           0.7258
          ],
          [
           1.25179
          ],
          [
           0.8520399999999999
          ],
          [
           1.2324700000000002
          ],
          [
           0.9884299999999999
          ],
          [
           0.75026
          ],
          [
           0.84054
          ],
          [
           0.67191
          ],
          [
           0.9557700000000001
          ],
          [
           0.77299
          ],
          [
           1.00245
          ],
          [
           1.13081
          ],
          [
           1.3547200000000001
          ],
          [
           1.38799
          ],
          [
           1.15172
          ],
          [
           1.6128200000000001
          ],
          [
           0.06417
          ],
          [
           0.09744
          ],
          [
           0.08014
          ],
          [
           0.17505
          ],
          [
           0.027630000000000002
          ],
          [
           0.033589999999999995
          ],
          [
           0.12744
          ],
          [
           0.1415
          ],
          [
           0.15936
          ],
          [
           0.12269000000000001
          ],
          [
           0.17142000000000002
          ],
          [
           0.18836
          ],
          [
           0.22926999999999997
          ],
          [
           0.25387
          ],
          [
           0.21977
          ],
          [
           0.08872999999999999
          ],
          [
           0.04337
          ],
          [
           0.0536
          ],
          [
           0.04981
          ],
          [
           0.0136
          ],
          [
           0.01311
          ],
          [
           0.02055
          ],
          [
           0.01432
          ],
          [
           0.15445
          ],
          [
           0.10328
          ],
          [
           0.14932
          ],
          [
           0.17171
          ],
          [
           0.11027
          ],
          [
           0.1265
          ],
          [
           0.01951
          ],
          [
           0.03584
          ],
          [
           0.043789999999999996
          ],
          [
           0.05789
          ],
          [
           0.13554000000000002
          ],
          [
           0.12816
          ],
          [
           0.08826
          ],
          [
           0.15875999999999998
          ],
          [
           0.09164
          ],
          [
           0.19539
          ],
          [
           0.07896
          ],
          [
           0.09512000000000001
          ],
          [
           0.10153
          ],
          [
           0.08707000000000001
          ],
          [
           0.05646
          ],
          [
           0.08387
          ],
          [
           0.04113
          ],
          [
           0.04462
          ],
          [
           0.03659
          ],
          [
           0.03551
          ],
          [
           0.050589999999999996
          ],
          [
           0.05735
          ],
          [
           0.051879999999999996
          ],
          [
           0.07151
          ],
          [
           0.0566
          ],
          [
           0.053020000000000005
          ],
          [
           0.04684
          ],
          [
           0.03932
          ],
          [
           0.04203
          ],
          [
           0.02875
          ],
          [
           0.04294
          ],
          [
           0.12204000000000001
          ],
          [
           0.11504
          ],
          [
           0.12082999999999999
          ],
          [
           0.08187
          ],
          [
           0.0686
          ],
          [
           0.14866
          ],
          [
           0.11432
          ],
          [
           0.22876
          ],
          [
           0.21161
          ],
          [
           0.1396
          ],
          [
           0.13262000000000002
          ],
          [
           0.1712
          ],
          [
           0.13117
          ],
          [
           0.12802
          ],
          [
           0.26363000000000003
          ],
          [
           0.10793
          ],
          [
           0.10084
          ],
          [
           0.12329000000000001
          ],
          [
           0.22211999999999998
          ],
          [
           0.14231
          ],
          [
           0.17134000000000002
          ],
          [
           0.13158
          ],
          [
           0.15098
          ],
          [
           0.13058
          ],
          [
           0.14476
          ],
          [
           0.06899
          ],
          [
           0.07165
          ],
          [
           0.09299
          ],
          [
           0.15037999999999999
          ],
          [
           0.09849
          ],
          [
           0.16902
          ],
          [
           0.38735
          ],
          [
           0.25915
          ],
          [
           0.32543
          ],
          [
           0.88125
          ],
          [
           0.34006
          ],
          [
           1.19294
          ],
          [
           0.59005
          ],
          [
           0.32982
          ],
          [
           0.9761700000000001
          ],
          [
           0.55778
          ],
          [
           0.32264
          ],
          [
           0.35233000000000003
          ],
          [
           0.2498
          ],
          [
           0.54452
          ],
          [
           0.2909
          ],
          [
           1.6286399999999999
          ],
          [
           3.32105
          ],
          [
           4.0974
          ],
          [
           2.7797400000000003
          ],
          [
           2.37934
          ],
          [
           2.15505
          ],
          [
           2.36862
          ],
          [
           2.3309900000000003
          ],
          [
           2.7339700000000002
          ],
          [
           1.6566
          ],
          [
           1.49632
          ],
          [
           1.12658
          ],
          [
           2.14918
          ],
          [
           1.41385
          ],
          [
           3.5350099999999998
          ],
          [
           2.4466799999999997
          ],
          [
           1.22358
          ],
          [
           1.34284
          ],
          [
           1.4250200000000002
          ],
          [
           1.27346
          ],
          [
           1.46336
          ],
          [
           1.8337700000000001
          ],
          [
           1.51902
          ],
          [
           2.2423599999999997
          ],
          [
           2.924
          ],
          [
           2.01019
          ],
          [
           1.8002799999999999
          ],
          [
           2.3004
          ],
          [
           2.4495299999999998
          ],
          [
           1.2074200000000002
          ],
          [
           2.3139
          ],
          [
           0.13914
          ],
          [
           0.09178
          ],
          [
           0.08447
          ],
          [
           0.06663999999999999
          ],
          [
           0.07022
          ],
          [
           0.05425
          ],
          [
           0.06642
          ],
          [
           0.0578
          ],
          [
           0.06588
          ],
          [
           0.06888
          ],
          [
           0.09103
          ],
          [
           0.10008
          ],
          [
           0.08308
          ],
          [
           0.06047
          ],
          [
           0.05602000000000001
          ],
          [
           0.07875
          ],
          [
           0.12579
          ],
          [
           0.0837
          ],
          [
           0.09068
          ],
          [
           0.06911
          ],
          [
           0.08664
          ],
          [
           0.02187
          ],
          [
           0.01439
          ],
          [
           0.01381
          ],
          [
           0.04011
          ],
          [
           0.04666
          ],
          [
           0.03768
          ],
          [
           0.0315
          ],
          [
           0.01778
          ],
          [
           0.03445
          ],
          [
           0.021769999999999998
          ],
          [
           0.0351
          ],
          [
           0.02009
          ],
          [
           0.13642
          ],
          [
           0.22969
          ],
          [
           0.25199
          ],
          [
           0.13587
          ],
          [
           0.43571000000000004
          ],
          [
           0.17446
          ],
          [
           0.37578
          ],
          [
           0.21719000000000002
          ],
          [
           0.14052
          ],
          [
           0.28955
          ],
          [
           0.19802
          ],
          [
           0.0456
          ],
          [
           0.07013
          ],
          [
           0.11069000000000001
          ],
          [
           0.11425
          ],
          [
           0.35809
          ],
          [
           0.40771
          ],
          [
           0.62356
          ],
          [
           0.6147
          ],
          [
           0.31533
          ],
          [
           0.52693
          ],
          [
           0.38214000000000004
          ],
          [
           0.41238
          ],
          [
           0.29819
          ],
          [
           0.44178
          ],
          [
           0.537
          ],
          [
           0.46296000000000004
          ],
          [
           0.57529
          ],
          [
           0.33147
          ],
          [
           0.44791000000000003
          ],
          [
           0.33045
          ],
          [
           0.52058
          ],
          [
           0.51183
          ],
          [
           0.08244
          ],
          [
           0.09252
          ],
          [
           0.11329000000000002
          ],
          [
           0.10612
          ],
          [
           0.1029
          ],
          [
           0.12757000000000002
          ],
          [
           0.20608
          ],
          [
           0.19133
          ],
          [
           0.33983
          ],
          [
           0.19657
          ],
          [
           0.16439
          ],
          [
           0.19072999999999998
          ],
          [
           0.1403
          ],
          [
           0.21409
          ],
          [
           0.08221
          ],
          [
           0.36894
          ],
          [
           0.04819
          ],
          [
           0.035480000000000005
          ],
          [
           0.015380000000000001
          ],
          [
           0.61154
          ],
          [
           0.66351
          ],
          [
           0.65665
          ],
          [
           0.5401100000000001
          ],
          [
           0.5341199999999999
          ],
          [
           0.5201399999999999
          ],
          [
           0.82526
          ],
          [
           0.55007
          ],
          [
           0.76162
          ],
          [
           0.7857
          ],
          [
           0.57834
          ],
          [
           0.5405
          ],
          [
           0.09065
          ],
          [
           0.29916
          ],
          [
           0.16211
          ],
          [
           0.1146
          ],
          [
           0.22188000000000002
          ],
          [
           0.05644
          ],
          [
           0.09604
          ],
          [
           0.10469
          ],
          [
           0.061270000000000005
          ],
          [
           0.07977999999999999
          ],
          [
           0.21038
          ],
          [
           0.03578
          ],
          [
           0.03705
          ],
          [
           0.06129
          ],
          [
           0.015009999999999999
          ],
          [
           0.009059999999999999
          ],
          [
           0.01096
          ],
          [
           0.01965
          ],
          [
           0.03871
          ],
          [
           0.0459
          ],
          [
           0.04297
          ],
          [
           0.035019999999999996
          ],
          [
           0.07886
          ],
          [
           0.03615
          ],
          [
           0.08265
          ],
          [
           0.08199
          ],
          [
           0.12932000000000002
          ],
          [
           0.053720000000000004
          ],
          [
           0.14103
          ],
          [
           0.06466000000000001
          ],
          [
           0.05561
          ],
          [
           0.04417
          ],
          [
           0.03537
          ],
          [
           0.09266
          ],
          [
           0.1
          ],
          [
           0.05515
          ],
          [
           0.05479
          ],
          [
           0.07503
          ],
          [
           0.049319999999999996
          ],
          [
           0.49298000000000003
          ],
          [
           0.3494
          ],
          [
           2.63548
          ],
          [
           0.7904100000000001
          ],
          [
           0.26169000000000003
          ],
          [
           0.26938
          ],
          [
           0.3692
          ],
          [
           0.25356
          ],
          [
           0.31827
          ],
          [
           0.24522
          ],
          [
           0.40202
          ],
          [
           0.47547
          ],
          [
           0.1676
          ],
          [
           0.18159
          ],
          [
           0.35114
          ],
          [
           0.28392
          ],
          [
           0.34109
          ],
          [
           0.19186
          ],
          [
           0.30346999999999996
          ],
          [
           0.24103000000000002
          ],
          [
           0.06617
          ],
          [
           0.06724
          ],
          [
           0.045439999999999994
          ],
          [
           0.050230000000000004
          ],
          [
           0.03466
          ],
          [
           0.05083
          ],
          [
           0.037380000000000004
          ],
          [
           0.03961
          ],
          [
           0.03427
          ],
          [
           0.030410000000000003
          ],
          [
           0.03306
          ],
          [
           0.054970000000000005
          ],
          [
           0.06151
          ],
          [
           0.013009999999999999
          ],
          [
           0.024980000000000002
          ],
          [
           0.02543
          ],
          [
           0.030489999999999996
          ],
          [
           0.03113
          ],
          [
           0.06162
          ],
          [
           0.0187
          ],
          [
           0.015009999999999999
          ],
          [
           0.02899
          ],
          [
           0.062110000000000005
          ],
          [
           0.0795
          ],
          [
           0.07244
          ],
          [
           0.01709
          ],
          [
           0.04301
          ],
          [
           0.10659
          ],
          [
           8.98296
          ],
          [
           3.8497
          ],
          [
           5.20177
          ],
          [
           4.26131
          ],
          [
           4.541919999999999
          ],
          [
           3.83684
          ],
          [
           3.6782199999999996
          ],
          [
           4.22239
          ],
          [
           3.4742800000000003
          ],
          [
           4.55587
          ],
          [
           3.69695
          ],
          [
           13.5222
          ],
          [
           4.898219999999999
          ],
          [
           5.669980000000001
          ],
          [
           6.53876
          ],
          [
           9.2323
          ],
          [
           8.26725
          ],
          [
           11.1081
          ],
          [
           18.4982
          ],
          [
           19.6091
          ],
          [
           15.288
          ],
          [
           9.82349
          ],
          [
           23.6482
          ],
          [
           17.8667
          ],
          [
           88.9762
          ],
          [
           15.8744
          ],
          [
           9.18702
          ],
          [
           7.9924800000000005
          ],
          [
           20.0849
          ],
          [
           16.8118
          ],
          [
           24.3938
          ],
          [
           22.5971
          ],
          [
           14.3337
          ],
          [
           8.15174
          ],
          [
           6.96215
          ],
          [
           5.29305
          ],
          [
           11.5779
          ],
          [
           8.64476
          ],
          [
           13.3598
          ],
          [
           8.71675
          ],
          [
           5.87205
          ],
          [
           7.67202
          ],
          [
           38.3518
          ],
          [
           9.91655
          ],
          [
           25.0461
          ],
          [
           14.2362
          ],
          [
           9.59571
          ],
          [
           24.8017
          ],
          [
           41.5292
          ],
          [
           67.9208
          ],
          [
           20.7162
          ],
          [
           11.9511
          ],
          [
           7.40389
          ],
          [
           14.4383
          ],
          [
           51.1358
          ],
          [
           14.0507
          ],
          [
           18.811
          ],
          [
           28.6558
          ],
          [
           45.7461
          ],
          [
           18.0846
          ],
          [
           10.8342
          ],
          [
           25.9406
          ],
          [
           73.5341
          ],
          [
           11.8123
          ],
          [
           11.0874
          ],
          [
           7.022589999999999
          ],
          [
           12.0482
          ],
          [
           7.05042
          ],
          [
           8.792119999999999
          ],
          [
           15.8603
          ],
          [
           12.2472
          ],
          [
           37.6619
          ],
          [
           7.36711
          ],
          [
           9.33889
          ],
          [
           8.49213
          ],
          [
           10.0623
          ],
          [
           6.44405
          ],
          [
           5.5810699999999995
          ],
          [
           13.9134
          ],
          [
           11.1604
          ],
          [
           14.4208
          ],
          [
           15.1772
          ],
          [
           13.6781
          ],
          [
           9.39063
          ],
          [
           22.0511
          ],
          [
           9.72418
          ],
          [
           5.66637
          ],
          [
           9.96654
          ],
          [
           12.8023
          ],
          [
           10.6718
          ],
          [
           6.288069999999999
          ],
          [
           9.92485
          ],
          [
           9.329089999999999
          ],
          [
           7.52601
          ],
          [
           6.71772
          ],
          [
           5.44114
          ],
          [
           5.09017
          ],
          [
           8.24809
          ],
          [
           9.513630000000001
          ],
          [
           4.75237
          ],
          [
           4.668830000000001
          ],
          [
           8.20058
          ],
          [
           7.75223
          ],
          [
           6.80117
          ],
          [
           4.812130000000001
          ],
          [
           3.69311
          ],
          [
           6.65492
          ],
          [
           5.82115
          ],
          [
           7.83932
          ],
          [
           3.1636
          ],
          [
           3.7749800000000002
          ],
          [
           4.422280000000001
          ],
          [
           15.5757
          ],
          [
           13.0751
          ],
          [
           4.34879
          ],
          [
           4.03841
          ],
          [
           3.56868
          ],
          [
           4.64689
          ],
          [
           8.05579
          ],
          [
           6.39312
          ],
          [
           4.87141
          ],
          [
           15.0234
          ],
          [
           10.232999999999999
          ],
          [
           14.3337
          ],
          [
           5.8240099999999995
          ],
          [
           5.7081800000000005
          ],
          [
           5.73116
          ],
          [
           2.81838
          ],
          [
           2.37857
          ],
          [
           3.6736699999999995
          ],
          [
           5.69175
          ],
          [
           4.8356699999999995
          ],
          [
           0.15086
          ],
          [
           0.18337
          ],
          [
           0.20745999999999998
          ],
          [
           0.10574000000000001
          ],
          [
           0.11132
          ],
          [
           0.17331
          ],
          [
           0.27957
          ],
          [
           0.17899
          ],
          [
           0.2896
          ],
          [
           0.26838
          ],
          [
           0.23911999999999997
          ],
          [
           0.17783
          ],
          [
           0.22438000000000002
          ],
          [
           0.06262999999999999
          ],
          [
           0.04527
          ],
          [
           0.06076
          ],
          [
           0.10959
          ],
          [
           0.04741
          ]
         ],
         "hovertemplate": "0=%{x}<br>1=%{y}<br>2=%{z}<br>Feature=%{customdata[0]}<br>Label=%{marker.color}<extra></extra>",
         "legendgroup": "",
         "marker": {
          "color": [
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           1,
           0,
           0,
           0,
           0,
           0,
           0,
           1,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           1,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           1,
           1,
           0,
           1,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0
          ],
          "coloraxis": "coloraxis",
          "opacity": 0.7,
          "symbol": "circle"
         },
         "mode": "markers",
         "name": "",
         "scene": "scene",
         "showlegend": false,
         "type": "scatter3d",
         "x": [
          10.031411170959473,
          21.287986755371094,
          11.726408958435059,
          -8.113255500793457,
          -3.205040216445923,
          3.8823506832122803,
          6.3284912109375,
          32.00213623046875,
          40.85183334350586,
          21.068071365356445,
          31.196043014526367,
          20.361875534057617,
          -21.203269958496094,
          0.4053637981414795,
          20.270376205444336,
          -8.304287910461426,
          -29.930715560913086,
          29.594633102416992,
          11.572226524353027,
          7.332779884338379,
          39.981082916259766,
          -91.60061645507812,
          45.91096115112305,
          46.46046447753906,
          45.45508575439453,
          21.142688751220703,
          29.41010093688965,
          19.543031692504883,
          35.57100296020508,
          27.543167114257812,
          36.074520111083984,
          39.824161529541016,
          17.816728591918945,
          32.14853286743164,
          22.78888702392578,
          16.846874237060547,
          7.849577903747559,
          -14.265860557556152,
          -23.95854949951172,
          -12.636192321777344,
          -23.086135864257812,
          -32.51195526123047,
          -28.355520248413086,
          -25.262353897094727,
          -3.9073715209960938,
          -13.166502952575684,
          -12.311250686645508,
          23.003339767456055,
          31.057575225830078,
          10.874728202819824,
          -0.4031693935394287,
          9.814648628234863,
          -21.497713088989258,
          -14.943589210510254,
          -81.58010864257812,
          -23.218320846557617,
          -31.879379272460938,
          -30.521989822387695,
          -18.22529411315918,
          -1.0144879817962646,
          9.249536514282227,
          39.73231887817383,
          17.370594024658203,
          -8.708861351013184,
          6.143064498901367,
          -45.646785736083984,
          -41.47723388671875,
          -37.16026306152344,
          -26.094762802124023,
          -32.73406982421875,
          -49.925785064697266,
          -36.903804779052734,
          -46.247554779052734,
          -45.11121368408203,
          -60.60246658325195,
          -51.43859100341797,
          -25.44666290283203,
          -47.408409118652344,
          -39.12628173828125,
          -58.545772552490234,
          -12.228913307189941,
          16.344362258911133,
          -17.76580810546875,
          -5.410013198852539,
          -0.8970181941986084,
          87.2257308959961,
          -0.6527121067047119,
          8.795708656311035,
          32.67375564575195,
          12.091965675354004,
          12.683573722839355,
          22.579172134399414,
          8.142513275146484,
          -11.601024627685547,
          25.611967086791992,
          2.5681838989257812,
          14.624285697937012,
          21.35144805908203,
          -18.815593719482422,
          10.284663200378418,
          -36.37837600708008,
          -44.89274215698242,
          34.49886703491211,
          -42.036376953125,
          -27.416658401489258,
          -32.008766174316406,
          -39.35378646850586,
          -27.14093589782715,
          -42.31637954711914,
          -32.436256408691406,
          -42.76777267456055,
          -35.92619705200195,
          -33.46675109863281,
          -41.48149490356445,
          -25.4830265045166,
          -4.988746166229248,
          -34.60893249511719,
          -26.710615158081055,
          -6.603803634643555,
          -29.447267532348633,
          18.152305603027344,
          28.48261070251465,
          27.46228790283203,
          32.917503356933594,
          30.028518676757812,
          22.448793411254883,
          37.5359992980957,
          -33.16227340698242,
          -26.42837905883789,
          -37.57083511352539,
          -27.545854568481445,
          -28.6433048248291,
          -17.587890625,
          -21.322744369506836,
          17.43813705444336,
          -25.612825393676758,
          -14.156964302062988,
          6.414480209350586,
          92.53206634521484,
          -36.87919235229492,
          -20.467796325683594,
          -36.31016159057617,
          -32.81446838378906,
          -39.159183502197266,
          -38.92724609375,
          28.99443817138672,
          29.802101135253906,
          -29.36783218383789,
          -8.025125503540039,
          -11.63737964630127,
          -32.79264831542969,
          0.25950396060943604,
          -4.8524322509765625,
          12.110047340393066,
          0.3322790861129761,
          38.35768127441406,
          30.145111083984375,
          -7.067679405212402,
          -10.09279727935791,
          -13.161783218383789,
          1.2000136375427246,
          -16.195383071899414,
          -19.051555633544922,
          -17.056499481201172,
          -29.599746704101562,
          18.500513076782227,
          -8.418991088867188,
          22.760013580322266,
          11.922218322753906,
          5.7840495109558105,
          6.338330268859863,
          -2.20709228515625,
          40.68128204345703,
          30.87859344482422,
          10.32791519165039,
          -26.258209228515625,
          -13.508121490478516,
          19.8507137298584,
          14.550896644592285,
          -0.35945576429367065,
          10.141397476196289,
          5.845156192779541,
          16.55170440673828,
          21.308794021606445,
          18.169904708862305,
          10.33777904510498,
          -4.684886932373047,
          -62.42213821411133,
          -66.40489959716797,
          -71.54179382324219,
          -74.79097747802734,
          -70.77984619140625,
          -68.56797790527344,
          -22.67591094970703,
          -14.838179588317871,
          -18.902082443237305,
          -39.269081115722656,
          -52.0487174987793,
          -32.59908676147461,
          -65.24176025390625,
          -72.86774444580078,
          -43.072113037109375,
          -52.1375732421875,
          -19.87462615966797,
          -30.251455307006836,
          -34.1676025390625,
          -1.260229229927063,
          19.306745529174805,
          4.4797186851501465,
          49.12539291381836,
          47.4852180480957,
          41.70208740234375,
          -2.217255115509033,
          -24.78388214111328,
          -40.13911056518555,
          -12.117134094238281,
          3.072429656982422,
          35.04838562011719,
          39.1481819152832,
          45.10647201538086,
          -99.53192138671875,
          37.39650344848633,
          18.202381134033203,
          25.98657989501953,
          13.793474197387695,
          15.048250198364258,
          22.446834564208984,
          12.671651840209961,
          -44.638519287109375,
          -38.36677932739258,
          3.783292531967163,
          8.08265209197998,
          11.315430641174316,
          4.344206809997559,
          0.17514722049236298,
          -3.451249122619629,
          14.415695190429688,
          7.768467903137207,
          -29.980497360229492,
          -12.065293312072754,
          -1.2655161619186401,
          7.916009902954102,
          -6.820948123931885,
          -37.61557388305664,
          -0.608100175857544,
          -0.002007673727348447,
          53.912349700927734,
          5.914485454559326,
          -14.418571472167969,
          -34.19464111328125,
          -40.49907684326172,
          -37.08979415893555,
          -46.74850845336914,
          -49.746299743652344,
          -33.934226989746094,
          -39.40626907348633,
          -22.146387100219727,
          28.026451110839844,
          44.72796630859375,
          45.768699645996094,
          28.569061279296875,
          34.367767333984375,
          38.21957778930664,
          41.58197021484375,
          35.52962875366211,
          35.077880859375,
          37.101680755615234,
          21.09258270263672,
          13.232967376708984,
          6.440770626068115,
          -7.354121208190918,
          -22.229724884033203,
          13.306046485900879,
          -3.5996036529541016,
          -6.61669397354126,
          -2.3808956146240234,
          3.532586097717285,
          -13.88978385925293,
          -6.962762355804443,
          -20.128870010375977,
          0.799748957157135,
          -14.40921401977539,
          -9.863374710083008,
          -28.13767433166504,
          -29.325380325317383,
          -23.641887664794922,
          -33.99041748046875,
          -17.325794219970703,
          -19.9743709564209,
          -29.052106857299805,
          -12.37561321258545,
          -22.578603744506836,
          -15.939563751220703,
          -37.90991973876953,
          -17.971054077148438,
          -27.712093353271484,
          -7.578743934631348,
          1.1558572053909302,
          -61.395362854003906,
          -61.11215591430664,
          -49.67817306518555,
          -24.75396728515625,
          -37.8504753112793,
          -43.44407653808594,
          -10.70895004272461,
          1.4566035270690918,
          7.453617572784424,
          12.410176277160645,
          27.0604190826416,
          17.81865692138672,
          -30.601011276245117,
          -8.043610572814941,
          36.81700897216797,
          -47.05417251586914,
          35.63739013671875,
          18.724884033203125,
          25.964580535888672,
          12.299701690673828,
          5.797626972198486,
          -2.8831911087036133,
          -5.921890735626221,
          -1.2846227884292603,
          -8.097454071044922,
          19.000410079956055,
          -18.227928161621094,
          -39.511260986328125,
          -28.60281753540039,
          -13.928900718688965,
          -59.737064361572266,
          -52.98122024536133,
          -51.16183853149414,
          -22.648378372192383,
          -37.78498840332031,
          -18.39309310913086,
          -9.886100769042969,
          -19.447214126586914,
          -2.2656123638153076,
          4.178906440734863,
          -13.337556838989258,
          -36.69189453125,
          9.349137306213379,
          -0.3604164719581604,
          -39.537147521972656,
          -56.47948455810547,
          -62.20388412475586,
          -25.05453109741211,
          -16.408958435058594,
          -51.24629592895508,
          -20.466459274291992,
          -34.412776947021484,
          -26.503557205200195,
          -79.23248291015625,
          -74.36360931396484,
          -31.72589874267578,
          -45.094547271728516,
          -52.975669860839844,
          8.978404998779297,
          8.989459991455078,
          18.522497177124023,
          41.0364990234375,
          18.18451690673828,
          22.549034118652344,
          7.197391033172607,
          27.596466064453125,
          29.767440795898438,
          20.04355812072754,
          46.766475677490234,
          62.40483474731445,
          8.151986122131348,
          17.356557846069336,
          11.334771156311035,
          13.689775466918945,
          23.851099014282227,
          -30.801477432250977,
          -35.30127716064453,
          -21.09290313720703,
          13.503852844238281,
          28.37582015991211,
          -26.50650405883789,
          -32.52850341796875,
          -46.44491958618164,
          -23.341981887817383,
          -19.03708839416504,
          -18.983211517333984,
          57.001651763916016,
          -30.762849807739258,
          -35.84369659423828,
          -42.45077896118164,
          2.316460132598877,
          -16.440732955932617,
          -4.38619327545166,
          40.006839752197266,
          -27.28145980834961,
          -46.6422119140625,
          -13.99710464477539,
          -11.734061241149902,
          -7.588979721069336,
          -13.260344505310059,
          -45.434139251708984,
          32.47635269165039,
          -36.39823532104492,
          -22.94231414794922,
          -0.579913318157196,
          -32.96385192871094,
          33.54944610595703,
          -41.365089416503906,
          5.552401542663574,
          33.04964065551758,
          44.76136016845703,
          61.629112243652344,
          65.76243591308594,
          45.599517822265625,
          51.75407409667969,
          61.68977355957031,
          59.5478515625,
          48.07996368408203,
          59.80558776855469,
          52.25286865234375,
          63.3305778503418,
          48.5335693359375,
          43.40658950805664,
          44.66967010498047,
          55.84190368652344,
          63.512847900390625,
          75.52933502197266,
          64.10052490234375,
          70.3181381225586,
          53.7530403137207,
          60.65155029296875,
          57.89544677734375,
          48.782535552978516,
          54.30603790283203,
          47.3803596496582,
          43.912750244140625,
          65.00276184082031,
          53.632667541503906,
          60.71377944946289,
          -50.657501220703125,
          43.64289855957031,
          -26.55145263671875,
          -26.821279525756836,
          -3.245713949203491,
          -2.572606086730957,
          -8.789575576782227,
          62.48063278198242,
          56.96663284301758,
          42.696624755859375,
          -3.167280912399292,
          -12.66956901550293,
          51.83312225341797,
          72.02802276611328,
          17.338380813598633,
          5.544351577758789,
          2.940890312194824,
          57.039451599121094,
          54.498165130615234,
          69.2895736694336,
          69.91871643066406,
          64.64398956298828,
          11.032974243164062,
          67.35011291503906,
          7.638697624206543,
          20.92729377746582,
          18.55775260925293,
          31.148189544677734,
          42.13648986816406,
          66.51935577392578,
          36.16469192504883,
          31.15921401977539,
          42.29848861694336,
          11.3104829788208,
          -0.33347460627555847,
          30.137510299682617,
          31.182050704956055,
          22.909353256225586,
          53.624813079833984,
          -1.7577039003372192,
          23.023828506469727,
          3.5121829509735107,
          17.11295509338379,
          36.16643142700195,
          26.713735580444336,
          24.302288055419922,
          49.13119888305664,
          44.255340576171875,
          41.50227737426758,
          16.024211883544922,
          38.1431999206543,
          7.94025993347168,
          36.10077667236328,
          43.72697448730469,
          1.2059024572372437,
          9.312792778015137,
          -48.77159881591797,
          -53.97343444824219,
          -52.53927230834961,
          -39.991668701171875,
          -47.37737274169922,
          -46.636131286621094,
          -36.33184051513672,
          -35.2661018371582,
          20.20740509033203,
          27.009185791015625,
          43.3043212890625,
          37.53435134887695,
          29.948814392089844
         ],
         "y": [
          16.802207946777344,
          26.448453903198242,
          35.529815673828125,
          20.98208999633789,
          11.972515106201172,
          19.488964080810547,
          14.386397361755371,
          2.5476512908935547,
          4.456638813018799,
          9.648578643798828,
          8.436369895935059,
          8.308342933654785,
          23.227663040161133,
          25.12626838684082,
          22.395219802856445,
          28.710243225097656,
          31.783662796020508,
          18.565025329589844,
          22.78104591369629,
          23.515729904174805,
          16.283538818359375,
          16.416706085205078,
          19.21478271484375,
          14.926095008850098,
          25.884302139282227,
          26.5672664642334,
          20.261686325073242,
          21.964433670043945,
          21.60651397705078,
          29.612102508544922,
          21.118877410888672,
          26.85852813720703,
          10.996551513671875,
          29.2667179107666,
          16.366865158081055,
          39.41738510131836,
          61.47904586791992,
          49.915958404541016,
          41.80819320678711,
          -20.220792770385742,
          -17.553321838378906,
          21.015789031982422,
          29.944238662719727,
          23.38930892944336,
          25.555593490600586,
          25.490995407104492,
          34.15739440917969,
          19.553783416748047,
          22.517658233642578,
          22.73961067199707,
          15.602357864379883,
          14.081124305725098,
          9.125265121459961,
          15.041361808776855,
          5.958615779876709,
          -18.59769058227539,
          -24.426664352416992,
          -28.571870803833008,
          15.303531646728516,
          13.64399528503418,
          13.409161567687988,
          22.248260498046875,
          11.522003173828125,
          8.237353324890137,
          3.8348679542541504,
          -10.032346725463867,
          -14.344626426696777,
          15.259681701660156,
          13.157689094543457,
          5.906701564788818,
          31.87946128845215,
          40.355403900146484,
          40.65013885498047,
          36.39606475830078,
          8.96177864074707,
          3.6592955589294434,
          -8.377510070800781,
          3.868988037109375,
          -0.6858182549476624,
          1.2702027559280396,
          18.06939697265625,
          19.860721588134766,
          9.949313163757324,
          16.100378036499023,
          29.170106887817383,
          -21.45682144165039,
          35.97224807739258,
          29.774232864379883,
          48.79798889160156,
          43.032867431640625,
          40.37946701049805,
          43.87430953979492,
          8.184115409851074,
          11.27969741821289,
          17.63469123840332,
          66.59046173095703,
          48.43466567993164,
          51.332122802734375,
          51.94938659667969,
          51.87999725341797,
          -25.0656681060791,
          -72.64482116699219,
          -14.961491584777832,
          -23.681989669799805,
          -18.486400604248047,
          -25.27027130126953,
          -17.419836044311523,
          -20.56728172302246,
          -27.647520065307617,
          -26.903282165527344,
          -8.605744361877441,
          14.556819915771484,
          8.52498722076416,
          17.56110191345215,
          19.488046646118164,
          2.5745649337768555,
          22.387414932250977,
          8.695216178894043,
          -1.4004408121109009,
          14.071900367736816,
          13.986370086669922,
          15.369630813598633,
          6.125960826873779,
          8.482394218444824,
          -0.3320460617542267,
          7.880679130554199,
          7.647242546081543,
          27.723417282104492,
          30.01416015625,
          25.48446273803711,
          20.99968719482422,
          18.913677215576172,
          19.762561798095703,
          10.219537734985352,
          -7.619935035705566,
          9.987082481384277,
          17.468271255493164,
          -44.994293212890625,
          -2.540295124053955,
          13.649369239807129,
          27.68171501159668,
          14.573697090148926,
          -5.0831475257873535,
          -6.511480808258057,
          -13.820005416870117,
          0.7521218657493591,
          -7.029195308685303,
          -13.48460578918457,
          -7.023271083831787,
          -7.52147102355957,
          -38.69231033325195,
          -4.954485893249512,
          -10.177838325500488,
          0.52655029296875,
          -16.09967613220215,
          -5.89656925201416,
          -8.473404884338379,
          -26.937328338623047,
          -18.98746109008789,
          -17.805559158325195,
          -21.074100494384766,
          -30.3863468170166,
          -40.015235900878906,
          -34.111873626708984,
          -7.167996406555176,
          -4.826354503631592,
          -36.11024475097656,
          1.5630416870117188,
          -15.062116622924805,
          -11.192317008972168,
          -7.802938938140869,
          -14.881576538085938,
          34.333045959472656,
          36.40251159667969,
          39.69169998168945,
          33.80910873413086,
          35.459877014160156,
          39.950252532958984,
          46.032920837402344,
          2.8496453762054443,
          -4.3252763748168945,
          9.70720386505127,
          2.215508222579956,
          -6.273038387298584,
          -2.243192434310913,
          5.896277904510498,
          0.9328571557998657,
          -10.065963745117188,
          -6.994229793548584,
          -8.931340217590332,
          -12.143288612365723,
          -15.20284652709961,
          -0.9220422506332397,
          -6.906723499298096,
          -10.15682601928711,
          -29.461332321166992,
          -28.0116024017334,
          -29.932945251464844,
          -20.77812957763672,
          0.6025093793869019,
          -4.964967250823975,
          -23.27207374572754,
          -9.420038223266602,
          -29.411388397216797,
          -28.303226470947266,
          45.26665115356445,
          44.90608215332031,
          55.110713958740234,
          54.8449592590332,
          47.687530517578125,
          43.51924514770508,
          39.75873565673828,
          53.6851692199707,
          51.73511505126953,
          49.915771484375,
          44.09123611450195,
          45.53872299194336,
          56.39406204223633,
          49.983760833740234,
          54.07418441772461,
          17.30240249633789,
          13.366802215576172,
          38.09450912475586,
          44.62479782104492,
          47.13926696777344,
          56.5429801940918,
          46.310951232910156,
          33.42259979248047,
          27.37110137939453,
          31.074647903442383,
          27.49081802368164,
          38.39741134643555,
          49.505550384521484,
          50.927154541015625,
          32.31325912475586,
          32.72623062133789,
          29.32830238342285,
          40.99398422241211,
          10.11329460144043,
          7.328867435455322,
          8.872590065002441,
          6.536698818206787,
          2.0134341716766357,
          14.72060775756836,
          8.263298034667969,
          4.425233840942383,
          12.624460220336914,
          3.3254194259643555,
          4.011102199554443,
          11.939123153686523,
          19.74311637878418,
          16.740365982055664,
          14.2255220413208,
          14.856283187866211,
          -14.644133567810059,
          -17.809593200683594,
          -34.1177864074707,
          33.344261169433594,
          28.111101150512695,
          38.38800048828125,
          28.73175048828125,
          25.208267211914062,
          33.74250793457031,
          32.359275817871094,
          35.159549713134766,
          -34.413002014160156,
          22.923433303833008,
          23.877586364746094,
          18.848873138427734,
          8.508012771606445,
          10.620983123779297,
          14.10941219329834,
          -25.47998809814453,
          3.4463858604431152,
          -0.7829936742782593,
          -3.525242328643799,
          2.9657814502716064,
          -0.8561223149299622,
          5.885098457336426,
          4.186182022094727,
          -5.45924711227417,
          6.075789928436279,
          -4.4240007400512695,
          -25.116336822509766,
          -22.48126983642578,
          -7.7833638191223145,
          -14.406725883483887,
          -4.327883243560791,
          -17.22133445739746,
          -1.5805553197860718,
          -25.94111442565918,
          -23.48054313659668,
          -15.532392501831055,
          48.05373764038086,
          44.608184814453125,
          44.36882400512695,
          46.832027435302734,
          39.15297317504883,
          -22.19445037841797,
          -12.766437530517578,
          -15.24783992767334,
          3.2825067043304443,
          5.559563159942627,
          5.983334064483643,
          -2.0352723598480225,
          -2.3281919956207275,
          -8.895435333251953,
          -1.7182855606079102,
          32.992591857910156,
          30.644102096557617,
          43.526153564453125,
          27.647001266479492,
          26.243986129760742,
          72.7305908203125,
          36.451236724853516,
          20.755399703979492,
          20.890024185180664,
          26.824310302734375,
          33.205142974853516,
          35.801639556884766,
          34.57379913330078,
          32.810367584228516,
          40.75957107543945,
          45.02848815917969,
          39.1923828125,
          38.366790771484375,
          35.179237365722656,
          31.44200897216797,
          14.707304000854492,
          17.645740509033203,
          18.34154510498047,
          4.10183048248291,
          4.516222953796387,
          19.201908111572266,
          19.781871795654297,
          25.08260726928711,
          28.61471939086914,
          18.148757934570312,
          30.03535270690918,
          -253.52784729003906,
          26.462047576904297,
          2.2797608375549316,
          11.990321159362793,
          -20.01732635498047,
          -16.301136016845703,
          7.660890102386475,
          8.328072547912598,
          -21.06600570678711,
          -18.697006225585938,
          -1.69670832157135,
          -5.404768943786621,
          -6.114413261413574,
          0.499063104391098,
          -25.003131866455078,
          -20.789030075073242,
          -18.280046463012695,
          -36.61730194091797,
          -58.27254867553711,
          -62.554168701171875,
          -2.607976198196411,
          -43.503849029541016,
          -20.66505241394043,
          -43.881629943847656,
          -23.590829849243164,
          -31.69376564025879,
          -30.75789451599121,
          -27.50031089782715,
          -28.633277893066406,
          -40.71003341674805,
          -42.042930603027344,
          -50.227455139160156,
          -33.27993392944336,
          -30.740358352661133,
          -68.13468933105469,
          -73.7088394165039,
          -45.22553634643555,
          -27.82009506225586,
          112.57064819335938,
          -64.61138916015625,
          -50.41954803466797,
          -51.291107177734375,
          -55.4581298828125,
          -68.58247375488281,
          -61.90137481689453,
          -33.89902114868164,
          -63.49543380737305,
          -69.45011901855469,
          -62.13758087158203,
          -27.006383895874023,
          -57.92847442626953,
          -56.69011306762695,
          -1.7059310674667358,
          -55.939022064208984,
          -43.87250900268555,
          -54.87633514404297,
          -49.513511657714844,
          -62.667823791503906,
          -49.77867126464844,
          -62.95399856567383,
          -16.433252334594727,
          -58.44609832763672,
          -46.31460189819336,
          -29.986679077148438,
          -48.70166778564453,
          -20.253684997558594,
          -57.558753967285156,
          -21.030038833618164,
          -33.05195617675781,
          -35.86328887939453,
          -23.160144805908203,
          8.777315139770508,
          -1.2688971757888794,
          -2.9330813884735107,
          -30.696813583374023,
          -29.066516876220703,
          -0.24687586724758148,
          -4.781830787658691,
          -23.509977340698242,
          15.285240173339844,
          -12.607610702514648,
          -31.648780822753906,
          -16.96772575378418,
          -21.512216567993164,
          1.5982701778411865,
          -0.11262001842260361,
          0.42255082726478577,
          -16.58049964904785,
          7.6164398193359375,
          -15.141778945922852,
          -17.281909942626953,
          -12.207216262817383,
          -18.715391159057617,
          -24.99962043762207,
          -22.87493896484375,
          -22.657915115356445,
          -30.15565299987793,
          -12.689270973205566,
          -8.92591667175293,
          -13.124028205871582,
          71.16949462890625,
          -55.89336395263672,
          -42.65488815307617,
          -61.438629150390625,
          -38.878929138183594,
          -22.16641616821289,
          -2.5549423694610596,
          -25.104280471801758,
          -48.15827560424805,
          -63.72420120239258,
          -20.647781372070312,
          -4.975210189819336,
          -21.812135696411133,
          -48.474849700927734,
          -32.34435272216797,
          7.244295120239258,
          -8.220553398132324,
          -3.8271663188934326,
          6.849749565124512,
          -26.446754455566406,
          -70.08917236328125,
          -30.594806671142578,
          -59.224609375,
          -72.86917877197266,
          -60.61606979370117,
          -68.41077423095703,
          -37.60520553588867,
          -9.741968154907227,
          -27.586170196533203,
          -45.13752365112305,
          -69.09049224853516,
          -71.92359924316406,
          99.13094329833984,
          -64.71302032470703,
          -49.68815231323242,
          -30.72420310974121,
          -30.89906883239746,
          -68.03016662597656,
          -22.069887161254883,
          -38.654502868652344,
          -47.21961212158203,
          -70.46509552001953,
          -61.39402770996094,
          -72.61821746826172,
          -59.721858978271484,
          -49.84259033203125,
          -60.077117919921875,
          -64.6725082397461,
          -58.53007888793945,
          -57.051513671875,
          -15.12421703338623,
          -18.504592895507812,
          -61.8250846862793,
          -65.44032287597656,
          -6.4031524658203125,
          -7.413257122039795,
          1.4857968091964722,
          -5.118518352508545,
          -13.344351768493652,
          -17.16748809814453,
          -12.88695240020752,
          -14.332317352294922,
          55.82303237915039,
          48.7717170715332,
          50.5038948059082,
          45.11457824707031,
          38.76225662231445
         ],
         "z": [
          1.8031418323516846,
          59.032623291015625,
          62.794891357421875,
          81.14322662353516,
          79.01847839355469,
          81.20069885253906,
          -12.523872375488281,
          -26.3316707611084,
          -37.40501403808594,
          -32.515846252441406,
          -35.573673248291016,
          -22.08466339111328,
          -3.2325539588928223,
          -12.039896011352539,
          -38.81146240234375,
          -16.255783081054688,
          -2.2582409381866455,
          -16.879924774169922,
          -66.7090835571289,
          -21.468738555908203,
          -45.467018127441406,
          -0.3223975896835327,
          -21.66937255859375,
          -32.955116271972656,
          -30.756183624267578,
          -65.22217559814453,
          -44.36469268798828,
          -59.08091735839844,
          -34.12914276123047,
          -38.80675506591797,
          -55.470027923583984,
          -44.10663604736328,
          -65.73741912841797,
          -53.26476287841797,
          -70.28489685058594,
          8.367609977722168,
          11.287256240844727,
          15.501104354858398,
          25.71187400817871,
          34.059532165527344,
          33.97799301147461,
          56.86275100708008,
          57.16232681274414,
          50.03377151489258,
          62.142574310302734,
          56.69992446899414,
          62.79235076904297,
          65.52166748046875,
          65.6957015991211,
          63.506935119628906,
          51.28723907470703,
          52.53245544433594,
          48.03337097167969,
          48.23059844970703,
          -17.708932876586914,
          51.571510314941406,
          10.672788619995117,
          35.69788360595703,
          16.07637596130371,
          21.873077392578125,
          13.329012870788574,
          12.907951354980469,
          9.402716636657715,
          18.77729034423828,
          73.47692108154297,
          9.047093391418457,
          -0.6645954251289368,
          -17.76133918762207,
          -17.427045822143555,
          -18.570764541625977,
          2.460771083831787,
          -0.551727294921875,
          6.070728778839111,
          -4.867769241333008,
          -28.459590911865234,
          -45.68141174316406,
          -45.839744567871094,
          -36.114707946777344,
          -40.034000396728516,
          -37.558773040771484,
          24.004972457885742,
          13.033126831054688,
          24.25685691833496,
          13.915209770202637,
          50.24045181274414,
          30.358800888061523,
          57.19038009643555,
          53.70490646362305,
          22.770490646362305,
          28.407968521118164,
          18.68140983581543,
          19.153247833251953,
          25.68219566345215,
          32.69326400756836,
          18.054452896118164,
          3.762483835220337,
          12.201698303222656,
          29.284826278686523,
          31.13777732849121,
          24.555957794189453,
          -42.23804473876953,
          -38.803401947021484,
          -68.04788208007812,
          -51.81706237792969,
          -58.44580078125,
          -66.02667236328125,
          -61.613441467285156,
          -47.02095031738281,
          -62.310115814208984,
          -54.52838897705078,
          -32.53783416748047,
          -56.57012176513672,
          -65.99150085449219,
          -65.78636169433594,
          -56.00858688354492,
          -67.04898071289062,
          -49.263084411621094,
          -55.773338317871094,
          -75.31657409667969,
          -45.562355041503906,
          91.16754913330078,
          87.58256530761719,
          93.04376220703125,
          79.50677490234375,
          84.9971923828125,
          82.69084167480469,
          88.9056625366211,
          -62.864898681640625,
          -73.3379898071289,
          -74.10260009765625,
          -80.362548828125,
          -68.54879760742188,
          -73.57251739501953,
          -66.83228302001953,
          -82.16641235351562,
          -77.27399444580078,
          -61.996768951416016,
          45.78108596801758,
          -22.93164825439453,
          -76.39469146728516,
          -63.530906677246094,
          -91.6689682006836,
          -75.55780029296875,
          -67.94718933105469,
          -75.02647399902344,
          -68.62283325195312,
          -74.96385192871094,
          -71.39608001708984,
          -50.669212341308594,
          -60.17050552368164,
          -58.39464569091797,
          -58.84709930419922,
          -67.43685150146484,
          -76.7327880859375,
          -75.044677734375,
          -67.27481842041016,
          -62.24802780151367,
          -55.17086410522461,
          -64.15645599365234,
          -53.90571212768555,
          -64.74127197265625,
          -61.11677169799805,
          -58.226165771484375,
          -51.119422912597656,
          -61.75709533691406,
          -70.96871948242188,
          -59.0512580871582,
          -78.0723876953125,
          -74.48151397705078,
          -65.385986328125,
          -79.3074722290039,
          -56.56867599487305,
          -15.453316688537598,
          -12.222673416137695,
          -8.970239639282227,
          7.720452308654785,
          0.3494325876235962,
          -11.730090141296387,
          -17.733835220336914,
          91.04155731201172,
          92.42401885986328,
          95.33921813964844,
          97.42818450927734,
          94.18241119384766,
          85.0487060546875,
          86.74102783203125,
          94.99311065673828,
          -21.549217224121094,
          -12.472865104675293,
          -25.99239730834961,
          -8.961459159851074,
          -17.936765670776367,
          -19.90676498413086,
          34.21324157714844,
          28.91827964782715,
          32.66367721557617,
          2.6920416355133057,
          10.107446670532227,
          -1.265506625175476,
          -1.4223405122756958,
          1.7685071229934692,
          -7.315354824066162,
          0.2923036515712738,
          52.84575653076172,
          49.139793395996094,
          23.736787796020508,
          21.03898811340332,
          4.876171112060547,
          5.275033473968506,
          0.08616508543491364,
          9.889232635498047,
          2.054091691970825,
          14.849790573120117,
          20.718029022216797,
          -8.179776191711426,
          24.082563400268555,
          11.657343864440918,
          13.562922477722168,
          2.788499116897583,
          10.34410572052002,
          -11.223092079162598,
          -25.149799346923828,
          -28.209056854248047,
          -24.352352142333984,
          -44.06740188598633,
          -40.52955627441406,
          -37.40412902832031,
          -44.65584182739258,
          11.416681289672852,
          4.294257640838623,
          -33.914390563964844,
          -38.065364837646484,
          -32.98044204711914,
          -40.78852844238281,
          -44.13087463378906,
          -31.619123458862305,
          -29.06974983215332,
          -26.202009201049805,
          13.833282470703125,
          5.582796573638916,
          4.553637504577637,
          2.740049123764038,
          -0.7482516765594482,
          16.211383819580078,
          -30.69840431213379,
          -21.438955307006836,
          -5.5605010986328125,
          -29.356027603149414,
          -15.912117958068848,
          -6.872036457061768,
          -7.7737884521484375,
          2.7139248847961426,
          0.6398324370384216,
          -9.742754936218262,
          8.338104248046875,
          16.82634162902832,
          42.409141540527344,
          37.962562561035156,
          32.27755355834961,
          29.940258026123047,
          25.71742820739746,
          35.39424133300781,
          40.54661178588867,
          22.1059627532959,
          30.068605422973633,
          -43.46061325073242,
          24.605472564697266,
          35.455162048339844,
          34.742496490478516,
          62.8068962097168,
          61.018070220947266,
          58.56101989746094,
          -36.3742790222168,
          69.35189819335938,
          34.69786834716797,
          43.38218688964844,
          38.7723274230957,
          41.57078552246094,
          42.25383377075195,
          64.04218292236328,
          76.538818359375,
          71.53852081298828,
          75.47181701660156,
          60.01848602294922,
          23.7233943939209,
          10.1279935836792,
          42.2702751159668,
          15.974363327026367,
          88.7951889038086,
          19.944974899291992,
          43.284820556640625,
          41.87868881225586,
          43.320899963378906,
          12.748087882995605,
          5.702601909637451,
          11.788101196289062,
          1.717103123664856,
          1.5544265508651733,
          3.8165719509124756,
          6.336426258087158,
          -10.913233757019043,
          -7.062997341156006,
          1.841265082359314,
          -6.859747886657715,
          62.097808837890625,
          60.778099060058594,
          67.27369689941406,
          62.89307403564453,
          -22.338253021240234,
          -18.12115478515625,
          -12.644349098205566,
          -5.4834370613098145,
          -22.86126136779785,
          -19.72178077697754,
          -27.806150436401367,
          -16.616464614868164,
          -26.75935173034668,
          -9.90202808380127,
          -17.199588775634766,
          -10.810123443603516,
          18.500017166137695,
          9.848464012145996,
          10.491762161254883,
          -0.8893105387687683,
          15.89461612701416,
          16.458829879760742,
          18.605838775634766,
          10.828516006469727,
          -40.101558685302734,
          -33.5137939453125,
          -43.16005325317383,
          7.928523063659668,
          17.851757049560547,
          75.14232635498047,
          68.69481658935547,
          65.9686508178711,
          72.95135498046875,
          70.26799011230469,
          73.52638244628906,
          -23.088241577148438,
          74.19795227050781,
          16.314462661743164,
          -44.440818786621094,
          -16.85709571838379,
          -7.481424808502197,
          -26.659494400024414,
          -28.287595748901367,
          -0.9100688695907593,
          21.390470504760742,
          -6.970005512237549,
          -11.56461238861084,
          -17.021564483642578,
          -9.781940460205078,
          65.0164794921875,
          7.811585426330566,
          13.455385208129883,
          -4.413163661956787,
          -10.154508590698242,
          -2.7750723361968994,
          11.53311538696289,
          4.749218940734863,
          5.074702262878418,
          5.107047080993652,
          -2.6211040019989014,
          4.014819622039795,
          4.541087627410889,
          -6.514237880706787,
          25.385854721069336,
          21.287864685058594,
          21.25111961364746,
          21.24421501159668,
          18.524049758911133,
          16.259061813354492,
          5.28485107421875,
          -3.485560178756714,
          -18.14225959777832,
          -13.834296226501465,
          77.632568359375,
          -18.284860610961914,
          -7.244053840637207,
          -28.69877052307129,
          -11.160306930541992,
          -1.9337760210037231,
          8.271844863891602,
          -7.840536594390869,
          -5.723252773284912,
          -14.98939037322998,
          -5.750306606292725,
          -18.201080322265625,
          -2.147824287414551,
          -4.939749717712402,
          -2.2534687519073486,
          2.686779022216797,
          26.978260040283203,
          -18.81915283203125,
          -7.856682300567627,
          4.038889408111572,
          4.609284400939941,
          -19.795732498168945,
          -11.738212585449219,
          -15.174273490905762,
          -3.6849820613861084,
          -7.3652262687683105,
          -18.893844604492188,
          -23.574607849121094,
          -30.400781631469727,
          -10.629793167114258,
          -17.524795532226562,
          -13.368697166442871,
          14.55831241607666,
          31.542150497436523,
          35.349090576171875,
          57.61020278930664,
          7.046454906463623,
          43.931488037109375,
          46.70890808105469,
          48.77623748779297,
          23.154701232910156,
          41.994144439697266,
          50.49937438964844,
          -24.285995483398438,
          -11.240937232971191,
          -10.01315689086914,
          40.896018981933594,
          40.3280143737793,
          58.677940368652344,
          48.73396301269531,
          38.32411575317383,
          27.05423355102539,
          46.13143539428711,
          28.368961334228516,
          35.87575912475586,
          43.267066955566406,
          31.916879653930664,
          35.128658294677734,
          33.16374588012695,
          57.04695510864258,
          57.548622131347656,
          39.92184829711914,
          -3.018249034881592,
          -24.560623168945312,
          -2.493429183959961,
          -15.642349243164062,
          -10.429893493652344,
          0.25097739696502686,
          30.5328426361084,
          -16.72535514831543,
          -14.393455505371094,
          -10.868633270263672,
          -20.63642120361328,
          51.00566864013672,
          -4.4739885330200195,
          -5.534957408905029,
          2.3047900199890137,
          50.69987106323242,
          39.79331588745117,
          30.353757858276367,
          49.39314270019531,
          -13.601448059082031,
          -10.010205268859863,
          -3.8890321254730225,
          0.8779574632644653,
          -7.289888381958008,
          -14.266263961791992,
          13.58442211151123,
          4.407211780548096,
          39.953189849853516,
          -8.669149398803711,
          -1.9609555006027222,
          12.873666763305664,
          0.7895264625549316,
          -9.848183631896973,
          -4.624174118041992,
          7.39776086807251,
          -8.039144515991211,
          -18.07514190673828,
          -4.978947162628174,
          -14.47881031036377,
          -12.550069808959961,
          -7.352967262268066,
          3.845781087875366,
          5.44737434387207,
          4.096458911895752,
          11.702333450317383,
          8.655664443969727,
          4.045690536499023,
          8.558053970336914,
          14.145597457885742,
          -32.76029968261719,
          4.345869541168213,
          2.4506237506866455,
          -34.22224426269531,
          -31.535051345825195,
          -42.5430793762207,
          -33.58442306518555,
          -27.22517204284668,
          -51.82538604736328,
          -51.43762969970703,
          -40.677772521972656,
          -42.155860900878906,
          -52.18362808227539,
          16.442426681518555,
          10.335575103759766,
          20.182161331176758,
          13.86119270324707,
          8.939127922058105
         ]
        }
       ],
       "layout": {
        "coloraxis": {
         "colorbar": {
          "title": {
           "text": "Label"
          }
         },
         "colorscale": [
          [
           0,
           "#0d0887"
          ],
          [
           0.1111111111111111,
           "#46039f"
          ],
          [
           0.2222222222222222,
           "#7201a8"
          ],
          [
           0.3333333333333333,
           "#9c179e"
          ],
          [
           0.4444444444444444,
           "#bd3786"
          ],
          [
           0.5555555555555556,
           "#d8576b"
          ],
          [
           0.6666666666666666,
           "#ed7953"
          ],
          [
           0.7777777777777778,
           "#fb9f3a"
          ],
          [
           0.8888888888888888,
           "#fdca26"
          ],
          [
           1,
           "#f0f921"
          ]
         ]
        },
        "height": 800,
        "legend": {
         "tracegroupgap": 0
        },
        "scene": {
         "domain": {
          "x": [
           0,
           1
          ],
          "y": [
           0,
           1
          ]
         },
         "xaxis": {
          "title": {
           "text": "0"
          }
         },
         "yaxis": {
          "title": {
           "text": "1"
          }
         },
         "zaxis": {
          "title": {
           "text": "2"
          }
         }
        },
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "3d TSNE Plot for Outliers"
        },
        "width": 900
       }
      },
      "text/html": [
       "<div>                            <div id=\"5ee1f1e6-f87d-4ff6-954a-36d77c808117\" class=\"plotly-graph-div\" style=\"height:800px; width:900px;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"5ee1f1e6-f87d-4ff6-954a-36d77c808117\")) {                    Plotly.newPlot(                        \"5ee1f1e6-f87d-4ff6-954a-36d77c808117\",                        [{\"customdata\": [[0.00632], [0.02731], [0.02729], [0.032369999999999996], [0.06905], [0.02985], [0.08829], [0.14455], [0.21124], [0.17004], [0.22489], [0.11747], [0.09378], [0.62976], [0.6379600000000001], [0.62739], [1.05393], [0.7842], [0.80271], [0.7258], [1.25179], [0.8520399999999999], [1.2324700000000002], [0.9884299999999999], [0.75026], [0.84054], [0.67191], [0.9557700000000001], [0.77299], [1.00245], [1.13081], [1.3547200000000001], [1.38799], [1.15172], [1.6128200000000001], [0.06417], [0.09744], [0.08014], [0.17505], [0.027630000000000002], [0.033589999999999995], [0.12744], [0.1415], [0.15936], [0.12269000000000001], [0.17142000000000002], [0.18836], [0.22926999999999997], [0.25387], [0.21977], [0.08872999999999999], [0.04337], [0.0536], [0.04981], [0.0136], [0.01311], [0.02055], [0.01432], [0.15445], [0.10328], [0.14932], [0.17171], [0.11027], [0.1265], [0.01951], [0.03584], [0.043789999999999996], [0.05789], [0.13554000000000002], [0.12816], [0.08826], [0.15875999999999998], [0.09164], [0.19539], [0.07896], [0.09512000000000001], [0.10153], [0.08707000000000001], [0.05646], [0.08387], [0.04113], [0.04462], [0.03659], [0.03551], [0.050589999999999996], [0.05735], [0.051879999999999996], [0.07151], [0.0566], [0.053020000000000005], [0.04684], [0.03932], [0.04203], [0.02875], [0.04294], [0.12204000000000001], [0.11504], [0.12082999999999999], [0.08187], [0.0686], [0.14866], [0.11432], [0.22876], [0.21161], [0.1396], [0.13262000000000002], [0.1712], [0.13117], [0.12802], [0.26363000000000003], [0.10793], [0.10084], [0.12329000000000001], [0.22211999999999998], [0.14231], [0.17134000000000002], [0.13158], [0.15098], [0.13058], [0.14476], [0.06899], [0.07165], [0.09299], [0.15037999999999999], [0.09849], [0.16902], [0.38735], [0.25915], [0.32543], [0.88125], [0.34006], [1.19294], [0.59005], [0.32982], [0.9761700000000001], [0.55778], [0.32264], [0.35233000000000003], [0.2498], [0.54452], [0.2909], [1.6286399999999999], [3.32105], [4.0974], [2.7797400000000003], [2.37934], [2.15505], [2.36862], [2.3309900000000003], [2.7339700000000002], [1.6566], [1.49632], [1.12658], [2.14918], [1.41385], [3.5350099999999998], [2.4466799999999997], [1.22358], [1.34284], [1.4250200000000002], [1.27346], [1.46336], [1.8337700000000001], [1.51902], [2.2423599999999997], [2.924], [2.01019], [1.8002799999999999], [2.3004], [2.4495299999999998], [1.2074200000000002], [2.3139], [0.13914], [0.09178], [0.08447], [0.06663999999999999], [0.07022], [0.05425], [0.06642], [0.0578], [0.06588], [0.06888], [0.09103], [0.10008], [0.08308], [0.06047], [0.05602000000000001], [0.07875], [0.12579], [0.0837], [0.09068], [0.06911], [0.08664], [0.02187], [0.01439], [0.01381], [0.04011], [0.04666], [0.03768], [0.0315], [0.01778], [0.03445], [0.021769999999999998], [0.0351], [0.02009], [0.13642], [0.22969], [0.25199], [0.13587], [0.43571000000000004], [0.17446], [0.37578], [0.21719000000000002], [0.14052], [0.28955], [0.19802], [0.0456], [0.07013], [0.11069000000000001], [0.11425], [0.35809], [0.40771], [0.62356], [0.6147], [0.31533], [0.52693], [0.38214000000000004], [0.41238], [0.29819], [0.44178], [0.537], [0.46296000000000004], [0.57529], [0.33147], [0.44791000000000003], [0.33045], [0.52058], [0.51183], [0.08244], [0.09252], [0.11329000000000002], [0.10612], [0.1029], [0.12757000000000002], [0.20608], [0.19133], [0.33983], [0.19657], [0.16439], [0.19072999999999998], [0.1403], [0.21409], [0.08221], [0.36894], [0.04819], [0.035480000000000005], [0.015380000000000001], [0.61154], [0.66351], [0.65665], [0.5401100000000001], [0.5341199999999999], [0.5201399999999999], [0.82526], [0.55007], [0.76162], [0.7857], [0.57834], [0.5405], [0.09065], [0.29916], [0.16211], [0.1146], [0.22188000000000002], [0.05644], [0.09604], [0.10469], [0.061270000000000005], [0.07977999999999999], [0.21038], [0.03578], [0.03705], [0.06129], [0.015009999999999999], [0.009059999999999999], [0.01096], [0.01965], [0.03871], [0.0459], [0.04297], [0.035019999999999996], [0.07886], [0.03615], [0.08265], [0.08199], [0.12932000000000002], [0.053720000000000004], [0.14103], [0.06466000000000001], [0.05561], [0.04417], [0.03537], [0.09266], [0.1], [0.05515], [0.05479], [0.07503], [0.049319999999999996], [0.49298000000000003], [0.3494], [2.63548], [0.7904100000000001], [0.26169000000000003], [0.26938], [0.3692], [0.25356], [0.31827], [0.24522], [0.40202], [0.47547], [0.1676], [0.18159], [0.35114], [0.28392], [0.34109], [0.19186], [0.30346999999999996], [0.24103000000000002], [0.06617], [0.06724], [0.045439999999999994], [0.050230000000000004], [0.03466], [0.05083], [0.037380000000000004], [0.03961], [0.03427], [0.030410000000000003], [0.03306], [0.054970000000000005], [0.06151], [0.013009999999999999], [0.024980000000000002], [0.02543], [0.030489999999999996], [0.03113], [0.06162], [0.0187], [0.015009999999999999], [0.02899], [0.062110000000000005], [0.0795], [0.07244], [0.01709], [0.04301], [0.10659], [8.98296], [3.8497], [5.20177], [4.26131], [4.541919999999999], [3.83684], [3.6782199999999996], [4.22239], [3.4742800000000003], [4.55587], [3.69695], [13.5222], [4.898219999999999], [5.669980000000001], [6.53876], [9.2323], [8.26725], [11.1081], [18.4982], [19.6091], [15.288], [9.82349], [23.6482], [17.8667], [88.9762], [15.8744], [9.18702], [7.9924800000000005], [20.0849], [16.8118], [24.3938], [22.5971], [14.3337], [8.15174], [6.96215], [5.29305], [11.5779], [8.64476], [13.3598], [8.71675], [5.87205], [7.67202], [38.3518], [9.91655], [25.0461], [14.2362], [9.59571], [24.8017], [41.5292], [67.9208], [20.7162], [11.9511], [7.40389], [14.4383], [51.1358], [14.0507], [18.811], [28.6558], [45.7461], [18.0846], [10.8342], [25.9406], [73.5341], [11.8123], [11.0874], [7.022589999999999], [12.0482], [7.05042], [8.792119999999999], [15.8603], [12.2472], [37.6619], [7.36711], [9.33889], [8.49213], [10.0623], [6.44405], [5.5810699999999995], [13.9134], [11.1604], [14.4208], [15.1772], [13.6781], [9.39063], [22.0511], [9.72418], [5.66637], [9.96654], [12.8023], [10.6718], [6.288069999999999], [9.92485], [9.329089999999999], [7.52601], [6.71772], [5.44114], [5.09017], [8.24809], [9.513630000000001], [4.75237], [4.668830000000001], [8.20058], [7.75223], [6.80117], [4.812130000000001], [3.69311], [6.65492], [5.82115], [7.83932], [3.1636], [3.7749800000000002], [4.422280000000001], [15.5757], [13.0751], [4.34879], [4.03841], [3.56868], [4.64689], [8.05579], [6.39312], [4.87141], [15.0234], [10.232999999999999], [14.3337], [5.8240099999999995], [5.7081800000000005], [5.73116], [2.81838], [2.37857], [3.6736699999999995], [5.69175], [4.8356699999999995], [0.15086], [0.18337], [0.20745999999999998], [0.10574000000000001], [0.11132], [0.17331], [0.27957], [0.17899], [0.2896], [0.26838], [0.23911999999999997], [0.17783], [0.22438000000000002], [0.06262999999999999], [0.04527], [0.06076], [0.10959], [0.04741]], \"hovertemplate\": \"0=%{x}<br>1=%{y}<br>2=%{z}<br>Feature=%{customdata[0]}<br>Label=%{marker.color}<extra></extra>\", \"legendgroup\": \"\", \"marker\": {\"color\": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], \"coloraxis\": \"coloraxis\", \"opacity\": 0.7, \"symbol\": \"circle\"}, \"mode\": \"markers\", \"name\": \"\", \"scene\": \"scene\", \"showlegend\": false, \"type\": \"scatter3d\", \"x\": [10.031411170959473, 21.287986755371094, 11.726408958435059, -8.113255500793457, -3.205040216445923, 3.8823506832122803, 6.3284912109375, 32.00213623046875, 40.85183334350586, 21.068071365356445, 31.196043014526367, 20.361875534057617, -21.203269958496094, 0.4053637981414795, 20.270376205444336, -8.304287910461426, -29.930715560913086, 29.594633102416992, 11.572226524353027, 7.332779884338379, 39.981082916259766, -91.60061645507812, 45.91096115112305, 46.46046447753906, 45.45508575439453, 21.142688751220703, 29.41010093688965, 19.543031692504883, 35.57100296020508, 27.543167114257812, 36.074520111083984, 39.824161529541016, 17.816728591918945, 32.14853286743164, 22.78888702392578, 16.846874237060547, 7.849577903747559, -14.265860557556152, -23.95854949951172, -12.636192321777344, -23.086135864257812, -32.51195526123047, -28.355520248413086, -25.262353897094727, -3.9073715209960938, -13.166502952575684, -12.311250686645508, 23.003339767456055, 31.057575225830078, 10.874728202819824, -0.4031693935394287, 9.814648628234863, -21.497713088989258, -14.943589210510254, -81.58010864257812, -23.218320846557617, -31.879379272460938, -30.521989822387695, -18.22529411315918, -1.0144879817962646, 9.249536514282227, 39.73231887817383, 17.370594024658203, -8.708861351013184, 6.143064498901367, -45.646785736083984, -41.47723388671875, -37.16026306152344, -26.094762802124023, -32.73406982421875, -49.925785064697266, -36.903804779052734, -46.247554779052734, -45.11121368408203, -60.60246658325195, -51.43859100341797, -25.44666290283203, -47.408409118652344, -39.12628173828125, -58.545772552490234, -12.228913307189941, 16.344362258911133, -17.76580810546875, -5.410013198852539, -0.8970181941986084, 87.2257308959961, -0.6527121067047119, 8.795708656311035, 32.67375564575195, 12.091965675354004, 12.683573722839355, 22.579172134399414, 8.142513275146484, -11.601024627685547, 25.611967086791992, 2.5681838989257812, 14.624285697937012, 21.35144805908203, -18.815593719482422, 10.284663200378418, -36.37837600708008, -44.89274215698242, 34.49886703491211, -42.036376953125, -27.416658401489258, -32.008766174316406, -39.35378646850586, -27.14093589782715, -42.31637954711914, -32.436256408691406, -42.76777267456055, -35.92619705200195, -33.46675109863281, -41.48149490356445, -25.4830265045166, -4.988746166229248, -34.60893249511719, -26.710615158081055, -6.603803634643555, -29.447267532348633, 18.152305603027344, 28.48261070251465, 27.46228790283203, 32.917503356933594, 30.028518676757812, 22.448793411254883, 37.5359992980957, -33.16227340698242, -26.42837905883789, -37.57083511352539, -27.545854568481445, -28.6433048248291, -17.587890625, -21.322744369506836, 17.43813705444336, -25.612825393676758, -14.156964302062988, 6.414480209350586, 92.53206634521484, -36.87919235229492, -20.467796325683594, -36.31016159057617, -32.81446838378906, -39.159183502197266, -38.92724609375, 28.99443817138672, 29.802101135253906, -29.36783218383789, -8.025125503540039, -11.63737964630127, -32.79264831542969, 0.25950396060943604, -4.8524322509765625, 12.110047340393066, 0.3322790861129761, 38.35768127441406, 30.145111083984375, -7.067679405212402, -10.09279727935791, -13.161783218383789, 1.2000136375427246, -16.195383071899414, -19.051555633544922, -17.056499481201172, -29.599746704101562, 18.500513076782227, -8.418991088867188, 22.760013580322266, 11.922218322753906, 5.7840495109558105, 6.338330268859863, -2.20709228515625, 40.68128204345703, 30.87859344482422, 10.32791519165039, -26.258209228515625, -13.508121490478516, 19.8507137298584, 14.550896644592285, -0.35945576429367065, 10.141397476196289, 5.845156192779541, 16.55170440673828, 21.308794021606445, 18.169904708862305, 10.33777904510498, -4.684886932373047, -62.42213821411133, -66.40489959716797, -71.54179382324219, -74.79097747802734, -70.77984619140625, -68.56797790527344, -22.67591094970703, -14.838179588317871, -18.902082443237305, -39.269081115722656, -52.0487174987793, -32.59908676147461, -65.24176025390625, -72.86774444580078, -43.072113037109375, -52.1375732421875, -19.87462615966797, -30.251455307006836, -34.1676025390625, -1.260229229927063, 19.306745529174805, 4.4797186851501465, 49.12539291381836, 47.4852180480957, 41.70208740234375, -2.217255115509033, -24.78388214111328, -40.13911056518555, -12.117134094238281, 3.072429656982422, 35.04838562011719, 39.1481819152832, 45.10647201538086, -99.53192138671875, 37.39650344848633, 18.202381134033203, 25.98657989501953, 13.793474197387695, 15.048250198364258, 22.446834564208984, 12.671651840209961, -44.638519287109375, -38.36677932739258, 3.783292531967163, 8.08265209197998, 11.315430641174316, 4.344206809997559, 0.17514722049236298, -3.451249122619629, 14.415695190429688, 7.768467903137207, -29.980497360229492, -12.065293312072754, -1.2655161619186401, 7.916009902954102, -6.820948123931885, -37.61557388305664, -0.608100175857544, -0.002007673727348447, 53.912349700927734, 5.914485454559326, -14.418571472167969, -34.19464111328125, -40.49907684326172, -37.08979415893555, -46.74850845336914, -49.746299743652344, -33.934226989746094, -39.40626907348633, -22.146387100219727, 28.026451110839844, 44.72796630859375, 45.768699645996094, 28.569061279296875, 34.367767333984375, 38.21957778930664, 41.58197021484375, 35.52962875366211, 35.077880859375, 37.101680755615234, 21.09258270263672, 13.232967376708984, 6.440770626068115, -7.354121208190918, -22.229724884033203, 13.306046485900879, -3.5996036529541016, -6.61669397354126, -2.3808956146240234, 3.532586097717285, -13.88978385925293, -6.962762355804443, -20.128870010375977, 0.799748957157135, -14.40921401977539, -9.863374710083008, -28.13767433166504, -29.325380325317383, -23.641887664794922, -33.99041748046875, -17.325794219970703, -19.9743709564209, -29.052106857299805, -12.37561321258545, -22.578603744506836, -15.939563751220703, -37.90991973876953, -17.971054077148438, -27.712093353271484, -7.578743934631348, 1.1558572053909302, -61.395362854003906, -61.11215591430664, -49.67817306518555, -24.75396728515625, -37.8504753112793, -43.44407653808594, -10.70895004272461, 1.4566035270690918, 7.453617572784424, 12.410176277160645, 27.0604190826416, 17.81865692138672, -30.601011276245117, -8.043610572814941, 36.81700897216797, -47.05417251586914, 35.63739013671875, 18.724884033203125, 25.964580535888672, 12.299701690673828, 5.797626972198486, -2.8831911087036133, -5.921890735626221, -1.2846227884292603, -8.097454071044922, 19.000410079956055, -18.227928161621094, -39.511260986328125, -28.60281753540039, -13.928900718688965, -59.737064361572266, -52.98122024536133, -51.16183853149414, -22.648378372192383, -37.78498840332031, -18.39309310913086, -9.886100769042969, -19.447214126586914, -2.2656123638153076, 4.178906440734863, -13.337556838989258, -36.69189453125, 9.349137306213379, -0.3604164719581604, -39.537147521972656, -56.47948455810547, -62.20388412475586, -25.05453109741211, -16.408958435058594, -51.24629592895508, -20.466459274291992, -34.412776947021484, -26.503557205200195, -79.23248291015625, -74.36360931396484, -31.72589874267578, -45.094547271728516, -52.975669860839844, 8.978404998779297, 8.989459991455078, 18.522497177124023, 41.0364990234375, 18.18451690673828, 22.549034118652344, 7.197391033172607, 27.596466064453125, 29.767440795898438, 20.04355812072754, 46.766475677490234, 62.40483474731445, 8.151986122131348, 17.356557846069336, 11.334771156311035, 13.689775466918945, 23.851099014282227, -30.801477432250977, -35.30127716064453, -21.09290313720703, 13.503852844238281, 28.37582015991211, -26.50650405883789, -32.52850341796875, -46.44491958618164, -23.341981887817383, -19.03708839416504, -18.983211517333984, 57.001651763916016, -30.762849807739258, -35.84369659423828, -42.45077896118164, 2.316460132598877, -16.440732955932617, -4.38619327545166, 40.006839752197266, -27.28145980834961, -46.6422119140625, -13.99710464477539, -11.734061241149902, -7.588979721069336, -13.260344505310059, -45.434139251708984, 32.47635269165039, -36.39823532104492, -22.94231414794922, -0.579913318157196, -32.96385192871094, 33.54944610595703, -41.365089416503906, 5.552401542663574, 33.04964065551758, 44.76136016845703, 61.629112243652344, 65.76243591308594, 45.599517822265625, 51.75407409667969, 61.68977355957031, 59.5478515625, 48.07996368408203, 59.80558776855469, 52.25286865234375, 63.3305778503418, 48.5335693359375, 43.40658950805664, 44.66967010498047, 55.84190368652344, 63.512847900390625, 75.52933502197266, 64.10052490234375, 70.3181381225586, 53.7530403137207, 60.65155029296875, 57.89544677734375, 48.782535552978516, 54.30603790283203, 47.3803596496582, 43.912750244140625, 65.00276184082031, 53.632667541503906, 60.71377944946289, -50.657501220703125, 43.64289855957031, -26.55145263671875, -26.821279525756836, -3.245713949203491, -2.572606086730957, -8.789575576782227, 62.48063278198242, 56.96663284301758, 42.696624755859375, -3.167280912399292, -12.66956901550293, 51.83312225341797, 72.02802276611328, 17.338380813598633, 5.544351577758789, 2.940890312194824, 57.039451599121094, 54.498165130615234, 69.2895736694336, 69.91871643066406, 64.64398956298828, 11.032974243164062, 67.35011291503906, 7.638697624206543, 20.92729377746582, 18.55775260925293, 31.148189544677734, 42.13648986816406, 66.51935577392578, 36.16469192504883, 31.15921401977539, 42.29848861694336, 11.3104829788208, -0.33347460627555847, 30.137510299682617, 31.182050704956055, 22.909353256225586, 53.624813079833984, -1.7577039003372192, 23.023828506469727, 3.5121829509735107, 17.11295509338379, 36.16643142700195, 26.713735580444336, 24.302288055419922, 49.13119888305664, 44.255340576171875, 41.50227737426758, 16.024211883544922, 38.1431999206543, 7.94025993347168, 36.10077667236328, 43.72697448730469, 1.2059024572372437, 9.312792778015137, -48.77159881591797, -53.97343444824219, -52.53927230834961, -39.991668701171875, -47.37737274169922, -46.636131286621094, -36.33184051513672, -35.2661018371582, 20.20740509033203, 27.009185791015625, 43.3043212890625, 37.53435134887695, 29.948814392089844], \"y\": [16.802207946777344, 26.448453903198242, 35.529815673828125, 20.98208999633789, 11.972515106201172, 19.488964080810547, 14.386397361755371, 2.5476512908935547, 4.456638813018799, 9.648578643798828, 8.436369895935059, 8.308342933654785, 23.227663040161133, 25.12626838684082, 22.395219802856445, 28.710243225097656, 31.783662796020508, 18.565025329589844, 22.78104591369629, 23.515729904174805, 16.283538818359375, 16.416706085205078, 19.21478271484375, 14.926095008850098, 25.884302139282227, 26.5672664642334, 20.261686325073242, 21.964433670043945, 21.60651397705078, 29.612102508544922, 21.118877410888672, 26.85852813720703, 10.996551513671875, 29.2667179107666, 16.366865158081055, 39.41738510131836, 61.47904586791992, 49.915958404541016, 41.80819320678711, -20.220792770385742, -17.553321838378906, 21.015789031982422, 29.944238662719727, 23.38930892944336, 25.555593490600586, 25.490995407104492, 34.15739440917969, 19.553783416748047, 22.517658233642578, 22.73961067199707, 15.602357864379883, 14.081124305725098, 9.125265121459961, 15.041361808776855, 5.958615779876709, -18.59769058227539, -24.426664352416992, -28.571870803833008, 15.303531646728516, 13.64399528503418, 13.409161567687988, 22.248260498046875, 11.522003173828125, 8.237353324890137, 3.8348679542541504, -10.032346725463867, -14.344626426696777, 15.259681701660156, 13.157689094543457, 5.906701564788818, 31.87946128845215, 40.355403900146484, 40.65013885498047, 36.39606475830078, 8.96177864074707, 3.6592955589294434, -8.377510070800781, 3.868988037109375, -0.6858182549476624, 1.2702027559280396, 18.06939697265625, 19.860721588134766, 9.949313163757324, 16.100378036499023, 29.170106887817383, -21.45682144165039, 35.97224807739258, 29.774232864379883, 48.79798889160156, 43.032867431640625, 40.37946701049805, 43.87430953979492, 8.184115409851074, 11.27969741821289, 17.63469123840332, 66.59046173095703, 48.43466567993164, 51.332122802734375, 51.94938659667969, 51.87999725341797, -25.0656681060791, -72.64482116699219, -14.961491584777832, -23.681989669799805, -18.486400604248047, -25.27027130126953, -17.419836044311523, -20.56728172302246, -27.647520065307617, -26.903282165527344, -8.605744361877441, 14.556819915771484, 8.52498722076416, 17.56110191345215, 19.488046646118164, 2.5745649337768555, 22.387414932250977, 8.695216178894043, -1.4004408121109009, 14.071900367736816, 13.986370086669922, 15.369630813598633, 6.125960826873779, 8.482394218444824, -0.3320460617542267, 7.880679130554199, 7.647242546081543, 27.723417282104492, 30.01416015625, 25.48446273803711, 20.99968719482422, 18.913677215576172, 19.762561798095703, 10.219537734985352, -7.619935035705566, 9.987082481384277, 17.468271255493164, -44.994293212890625, -2.540295124053955, 13.649369239807129, 27.68171501159668, 14.573697090148926, -5.0831475257873535, -6.511480808258057, -13.820005416870117, 0.7521218657493591, -7.029195308685303, -13.48460578918457, -7.023271083831787, -7.52147102355957, -38.69231033325195, -4.954485893249512, -10.177838325500488, 0.52655029296875, -16.09967613220215, -5.89656925201416, -8.473404884338379, -26.937328338623047, -18.98746109008789, -17.805559158325195, -21.074100494384766, -30.3863468170166, -40.015235900878906, -34.111873626708984, -7.167996406555176, -4.826354503631592, -36.11024475097656, 1.5630416870117188, -15.062116622924805, -11.192317008972168, -7.802938938140869, -14.881576538085938, 34.333045959472656, 36.40251159667969, 39.69169998168945, 33.80910873413086, 35.459877014160156, 39.950252532958984, 46.032920837402344, 2.8496453762054443, -4.3252763748168945, 9.70720386505127, 2.215508222579956, -6.273038387298584, -2.243192434310913, 5.896277904510498, 0.9328571557998657, -10.065963745117188, -6.994229793548584, -8.931340217590332, -12.143288612365723, -15.20284652709961, -0.9220422506332397, -6.906723499298096, -10.15682601928711, -29.461332321166992, -28.0116024017334, -29.932945251464844, -20.77812957763672, 0.6025093793869019, -4.964967250823975, -23.27207374572754, -9.420038223266602, -29.411388397216797, -28.303226470947266, 45.26665115356445, 44.90608215332031, 55.110713958740234, 54.8449592590332, 47.687530517578125, 43.51924514770508, 39.75873565673828, 53.6851692199707, 51.73511505126953, 49.915771484375, 44.09123611450195, 45.53872299194336, 56.39406204223633, 49.983760833740234, 54.07418441772461, 17.30240249633789, 13.366802215576172, 38.09450912475586, 44.62479782104492, 47.13926696777344, 56.5429801940918, 46.310951232910156, 33.42259979248047, 27.37110137939453, 31.074647903442383, 27.49081802368164, 38.39741134643555, 49.505550384521484, 50.927154541015625, 32.31325912475586, 32.72623062133789, 29.32830238342285, 40.99398422241211, 10.11329460144043, 7.328867435455322, 8.872590065002441, 6.536698818206787, 2.0134341716766357, 14.72060775756836, 8.263298034667969, 4.425233840942383, 12.624460220336914, 3.3254194259643555, 4.011102199554443, 11.939123153686523, 19.74311637878418, 16.740365982055664, 14.2255220413208, 14.856283187866211, -14.644133567810059, -17.809593200683594, -34.1177864074707, 33.344261169433594, 28.111101150512695, 38.38800048828125, 28.73175048828125, 25.208267211914062, 33.74250793457031, 32.359275817871094, 35.159549713134766, -34.413002014160156, 22.923433303833008, 23.877586364746094, 18.848873138427734, 8.508012771606445, 10.620983123779297, 14.10941219329834, -25.47998809814453, 3.4463858604431152, -0.7829936742782593, -3.525242328643799, 2.9657814502716064, -0.8561223149299622, 5.885098457336426, 4.186182022094727, -5.45924711227417, 6.075789928436279, -4.4240007400512695, -25.116336822509766, -22.48126983642578, -7.7833638191223145, -14.406725883483887, -4.327883243560791, -17.22133445739746, -1.5805553197860718, -25.94111442565918, -23.48054313659668, -15.532392501831055, 48.05373764038086, 44.608184814453125, 44.36882400512695, 46.832027435302734, 39.15297317504883, -22.19445037841797, -12.766437530517578, -15.24783992767334, 3.2825067043304443, 5.559563159942627, 5.983334064483643, -2.0352723598480225, -2.3281919956207275, -8.895435333251953, -1.7182855606079102, 32.992591857910156, 30.644102096557617, 43.526153564453125, 27.647001266479492, 26.243986129760742, 72.7305908203125, 36.451236724853516, 20.755399703979492, 20.890024185180664, 26.824310302734375, 33.205142974853516, 35.801639556884766, 34.57379913330078, 32.810367584228516, 40.75957107543945, 45.02848815917969, 39.1923828125, 38.366790771484375, 35.179237365722656, 31.44200897216797, 14.707304000854492, 17.645740509033203, 18.34154510498047, 4.10183048248291, 4.516222953796387, 19.201908111572266, 19.781871795654297, 25.08260726928711, 28.61471939086914, 18.148757934570312, 30.03535270690918, -253.52784729003906, 26.462047576904297, 2.2797608375549316, 11.990321159362793, -20.01732635498047, -16.301136016845703, 7.660890102386475, 8.328072547912598, -21.06600570678711, -18.697006225585938, -1.69670832157135, -5.404768943786621, -6.114413261413574, 0.499063104391098, -25.003131866455078, -20.789030075073242, -18.280046463012695, -36.61730194091797, -58.27254867553711, -62.554168701171875, -2.607976198196411, -43.503849029541016, -20.66505241394043, -43.881629943847656, -23.590829849243164, -31.69376564025879, -30.75789451599121, -27.50031089782715, -28.633277893066406, -40.71003341674805, -42.042930603027344, -50.227455139160156, -33.27993392944336, -30.740358352661133, -68.13468933105469, -73.7088394165039, -45.22553634643555, -27.82009506225586, 112.57064819335938, -64.61138916015625, -50.41954803466797, -51.291107177734375, -55.4581298828125, -68.58247375488281, -61.90137481689453, -33.89902114868164, -63.49543380737305, -69.45011901855469, -62.13758087158203, -27.006383895874023, -57.92847442626953, -56.69011306762695, -1.7059310674667358, -55.939022064208984, -43.87250900268555, -54.87633514404297, -49.513511657714844, -62.667823791503906, -49.77867126464844, -62.95399856567383, -16.433252334594727, -58.44609832763672, -46.31460189819336, -29.986679077148438, -48.70166778564453, -20.253684997558594, -57.558753967285156, -21.030038833618164, -33.05195617675781, -35.86328887939453, -23.160144805908203, 8.777315139770508, -1.2688971757888794, -2.9330813884735107, -30.696813583374023, -29.066516876220703, -0.24687586724758148, -4.781830787658691, -23.509977340698242, 15.285240173339844, -12.607610702514648, -31.648780822753906, -16.96772575378418, -21.512216567993164, 1.5982701778411865, -0.11262001842260361, 0.42255082726478577, -16.58049964904785, 7.6164398193359375, -15.141778945922852, -17.281909942626953, -12.207216262817383, -18.715391159057617, -24.99962043762207, -22.87493896484375, -22.657915115356445, -30.15565299987793, -12.689270973205566, -8.92591667175293, -13.124028205871582, 71.16949462890625, -55.89336395263672, -42.65488815307617, -61.438629150390625, -38.878929138183594, -22.16641616821289, -2.5549423694610596, -25.104280471801758, -48.15827560424805, -63.72420120239258, -20.647781372070312, -4.975210189819336, -21.812135696411133, -48.474849700927734, -32.34435272216797, 7.244295120239258, -8.220553398132324, -3.8271663188934326, 6.849749565124512, -26.446754455566406, -70.08917236328125, -30.594806671142578, -59.224609375, -72.86917877197266, -60.61606979370117, -68.41077423095703, -37.60520553588867, -9.741968154907227, -27.586170196533203, -45.13752365112305, -69.09049224853516, -71.92359924316406, 99.13094329833984, -64.71302032470703, -49.68815231323242, -30.72420310974121, -30.89906883239746, -68.03016662597656, -22.069887161254883, -38.654502868652344, -47.21961212158203, -70.46509552001953, -61.39402770996094, -72.61821746826172, -59.721858978271484, -49.84259033203125, -60.077117919921875, -64.6725082397461, -58.53007888793945, -57.051513671875, -15.12421703338623, -18.504592895507812, -61.8250846862793, -65.44032287597656, -6.4031524658203125, -7.413257122039795, 1.4857968091964722, -5.118518352508545, -13.344351768493652, -17.16748809814453, -12.88695240020752, -14.332317352294922, 55.82303237915039, 48.7717170715332, 50.5038948059082, 45.11457824707031, 38.76225662231445], \"z\": [1.8031418323516846, 59.032623291015625, 62.794891357421875, 81.14322662353516, 79.01847839355469, 81.20069885253906, -12.523872375488281, -26.3316707611084, -37.40501403808594, -32.515846252441406, -35.573673248291016, -22.08466339111328, -3.2325539588928223, -12.039896011352539, -38.81146240234375, -16.255783081054688, -2.2582409381866455, -16.879924774169922, -66.7090835571289, -21.468738555908203, -45.467018127441406, -0.3223975896835327, -21.66937255859375, -32.955116271972656, -30.756183624267578, -65.22217559814453, -44.36469268798828, -59.08091735839844, -34.12914276123047, -38.80675506591797, -55.470027923583984, -44.10663604736328, -65.73741912841797, -53.26476287841797, -70.28489685058594, 8.367609977722168, 11.287256240844727, 15.501104354858398, 25.71187400817871, 34.059532165527344, 33.97799301147461, 56.86275100708008, 57.16232681274414, 50.03377151489258, 62.142574310302734, 56.69992446899414, 62.79235076904297, 65.52166748046875, 65.6957015991211, 63.506935119628906, 51.28723907470703, 52.53245544433594, 48.03337097167969, 48.23059844970703, -17.708932876586914, 51.571510314941406, 10.672788619995117, 35.69788360595703, 16.07637596130371, 21.873077392578125, 13.329012870788574, 12.907951354980469, 9.402716636657715, 18.77729034423828, 73.47692108154297, 9.047093391418457, -0.6645954251289368, -17.76133918762207, -17.427045822143555, -18.570764541625977, 2.460771083831787, -0.551727294921875, 6.070728778839111, -4.867769241333008, -28.459590911865234, -45.68141174316406, -45.839744567871094, -36.114707946777344, -40.034000396728516, -37.558773040771484, 24.004972457885742, 13.033126831054688, 24.25685691833496, 13.915209770202637, 50.24045181274414, 30.358800888061523, 57.19038009643555, 53.70490646362305, 22.770490646362305, 28.407968521118164, 18.68140983581543, 19.153247833251953, 25.68219566345215, 32.69326400756836, 18.054452896118164, 3.762483835220337, 12.201698303222656, 29.284826278686523, 31.13777732849121, 24.555957794189453, -42.23804473876953, -38.803401947021484, -68.04788208007812, -51.81706237792969, -58.44580078125, -66.02667236328125, -61.613441467285156, -47.02095031738281, -62.310115814208984, -54.52838897705078, -32.53783416748047, -56.57012176513672, -65.99150085449219, -65.78636169433594, -56.00858688354492, -67.04898071289062, -49.263084411621094, -55.773338317871094, -75.31657409667969, -45.562355041503906, 91.16754913330078, 87.58256530761719, 93.04376220703125, 79.50677490234375, 84.9971923828125, 82.69084167480469, 88.9056625366211, -62.864898681640625, -73.3379898071289, -74.10260009765625, -80.362548828125, -68.54879760742188, -73.57251739501953, -66.83228302001953, -82.16641235351562, -77.27399444580078, -61.996768951416016, 45.78108596801758, -22.93164825439453, -76.39469146728516, -63.530906677246094, -91.6689682006836, -75.55780029296875, -67.94718933105469, -75.02647399902344, -68.62283325195312, -74.96385192871094, -71.39608001708984, -50.669212341308594, -60.17050552368164, -58.39464569091797, -58.84709930419922, -67.43685150146484, -76.7327880859375, -75.044677734375, -67.27481842041016, -62.24802780151367, -55.17086410522461, -64.15645599365234, -53.90571212768555, -64.74127197265625, -61.11677169799805, -58.226165771484375, -51.119422912597656, -61.75709533691406, -70.96871948242188, -59.0512580871582, -78.0723876953125, -74.48151397705078, -65.385986328125, -79.3074722290039, -56.56867599487305, -15.453316688537598, -12.222673416137695, -8.970239639282227, 7.720452308654785, 0.3494325876235962, -11.730090141296387, -17.733835220336914, 91.04155731201172, 92.42401885986328, 95.33921813964844, 97.42818450927734, 94.18241119384766, 85.0487060546875, 86.74102783203125, 94.99311065673828, -21.549217224121094, -12.472865104675293, -25.99239730834961, -8.961459159851074, -17.936765670776367, -19.90676498413086, 34.21324157714844, 28.91827964782715, 32.66367721557617, 2.6920416355133057, 10.107446670532227, -1.265506625175476, -1.4223405122756958, 1.7685071229934692, -7.315354824066162, 0.2923036515712738, 52.84575653076172, 49.139793395996094, 23.736787796020508, 21.03898811340332, 4.876171112060547, 5.275033473968506, 0.08616508543491364, 9.889232635498047, 2.054091691970825, 14.849790573120117, 20.718029022216797, -8.179776191711426, 24.082563400268555, 11.657343864440918, 13.562922477722168, 2.788499116897583, 10.34410572052002, -11.223092079162598, -25.149799346923828, -28.209056854248047, -24.352352142333984, -44.06740188598633, -40.52955627441406, -37.40412902832031, -44.65584182739258, 11.416681289672852, 4.294257640838623, -33.914390563964844, -38.065364837646484, -32.98044204711914, -40.78852844238281, -44.13087463378906, -31.619123458862305, -29.06974983215332, -26.202009201049805, 13.833282470703125, 5.582796573638916, 4.553637504577637, 2.740049123764038, -0.7482516765594482, 16.211383819580078, -30.69840431213379, -21.438955307006836, -5.5605010986328125, -29.356027603149414, -15.912117958068848, -6.872036457061768, -7.7737884521484375, 2.7139248847961426, 0.6398324370384216, -9.742754936218262, 8.338104248046875, 16.82634162902832, 42.409141540527344, 37.962562561035156, 32.27755355834961, 29.940258026123047, 25.71742820739746, 35.39424133300781, 40.54661178588867, 22.1059627532959, 30.068605422973633, -43.46061325073242, 24.605472564697266, 35.455162048339844, 34.742496490478516, 62.8068962097168, 61.018070220947266, 58.56101989746094, -36.3742790222168, 69.35189819335938, 34.69786834716797, 43.38218688964844, 38.7723274230957, 41.57078552246094, 42.25383377075195, 64.04218292236328, 76.538818359375, 71.53852081298828, 75.47181701660156, 60.01848602294922, 23.7233943939209, 10.1279935836792, 42.2702751159668, 15.974363327026367, 88.7951889038086, 19.944974899291992, 43.284820556640625, 41.87868881225586, 43.320899963378906, 12.748087882995605, 5.702601909637451, 11.788101196289062, 1.717103123664856, 1.5544265508651733, 3.8165719509124756, 6.336426258087158, -10.913233757019043, -7.062997341156006, 1.841265082359314, -6.859747886657715, 62.097808837890625, 60.778099060058594, 67.27369689941406, 62.89307403564453, -22.338253021240234, -18.12115478515625, -12.644349098205566, -5.4834370613098145, -22.86126136779785, -19.72178077697754, -27.806150436401367, -16.616464614868164, -26.75935173034668, -9.90202808380127, -17.199588775634766, -10.810123443603516, 18.500017166137695, 9.848464012145996, 10.491762161254883, -0.8893105387687683, 15.89461612701416, 16.458829879760742, 18.605838775634766, 10.828516006469727, -40.101558685302734, -33.5137939453125, -43.16005325317383, 7.928523063659668, 17.851757049560547, 75.14232635498047, 68.69481658935547, 65.9686508178711, 72.95135498046875, 70.26799011230469, 73.52638244628906, -23.088241577148438, 74.19795227050781, 16.314462661743164, -44.440818786621094, -16.85709571838379, -7.481424808502197, -26.659494400024414, -28.287595748901367, -0.9100688695907593, 21.390470504760742, -6.970005512237549, -11.56461238861084, -17.021564483642578, -9.781940460205078, 65.0164794921875, 7.811585426330566, 13.455385208129883, -4.413163661956787, -10.154508590698242, -2.7750723361968994, 11.53311538696289, 4.749218940734863, 5.074702262878418, 5.107047080993652, -2.6211040019989014, 4.014819622039795, 4.541087627410889, -6.514237880706787, 25.385854721069336, 21.287864685058594, 21.25111961364746, 21.24421501159668, 18.524049758911133, 16.259061813354492, 5.28485107421875, -3.485560178756714, -18.14225959777832, -13.834296226501465, 77.632568359375, -18.284860610961914, -7.244053840637207, -28.69877052307129, -11.160306930541992, -1.9337760210037231, 8.271844863891602, -7.840536594390869, -5.723252773284912, -14.98939037322998, -5.750306606292725, -18.201080322265625, -2.147824287414551, -4.939749717712402, -2.2534687519073486, 2.686779022216797, 26.978260040283203, -18.81915283203125, -7.856682300567627, 4.038889408111572, 4.609284400939941, -19.795732498168945, -11.738212585449219, -15.174273490905762, -3.6849820613861084, -7.3652262687683105, -18.893844604492188, -23.574607849121094, -30.400781631469727, -10.629793167114258, -17.524795532226562, -13.368697166442871, 14.55831241607666, 31.542150497436523, 35.349090576171875, 57.61020278930664, 7.046454906463623, 43.931488037109375, 46.70890808105469, 48.77623748779297, 23.154701232910156, 41.994144439697266, 50.49937438964844, -24.285995483398438, -11.240937232971191, -10.01315689086914, 40.896018981933594, 40.3280143737793, 58.677940368652344, 48.73396301269531, 38.32411575317383, 27.05423355102539, 46.13143539428711, 28.368961334228516, 35.87575912475586, 43.267066955566406, 31.916879653930664, 35.128658294677734, 33.16374588012695, 57.04695510864258, 57.548622131347656, 39.92184829711914, -3.018249034881592, -24.560623168945312, -2.493429183959961, -15.642349243164062, -10.429893493652344, 0.25097739696502686, 30.5328426361084, -16.72535514831543, -14.393455505371094, -10.868633270263672, -20.63642120361328, 51.00566864013672, -4.4739885330200195, -5.534957408905029, 2.3047900199890137, 50.69987106323242, 39.79331588745117, 30.353757858276367, 49.39314270019531, -13.601448059082031, -10.010205268859863, -3.8890321254730225, 0.8779574632644653, -7.289888381958008, -14.266263961791992, 13.58442211151123, 4.407211780548096, 39.953189849853516, -8.669149398803711, -1.9609555006027222, 12.873666763305664, 0.7895264625549316, -9.848183631896973, -4.624174118041992, 7.39776086807251, -8.039144515991211, -18.07514190673828, -4.978947162628174, -14.47881031036377, -12.550069808959961, -7.352967262268066, 3.845781087875366, 5.44737434387207, 4.096458911895752, 11.702333450317383, 8.655664443969727, 4.045690536499023, 8.558053970336914, 14.145597457885742, -32.76029968261719, 4.345869541168213, 2.4506237506866455, -34.22224426269531, -31.535051345825195, -42.5430793762207, -33.58442306518555, -27.22517204284668, -51.82538604736328, -51.43762969970703, -40.677772521972656, -42.155860900878906, -52.18362808227539, 16.442426681518555, 10.335575103759766, 20.182161331176758, 13.86119270324707, 8.939127922058105]}],                        {\"coloraxis\": {\"colorbar\": {\"title\": {\"text\": \"Label\"}}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"height\": 800, \"legend\": {\"tracegroupgap\": 0}, \"scene\": {\"domain\": {\"x\": [0.0, 1.0], \"y\": [0.0, 1.0]}, \"xaxis\": {\"title\": {\"text\": \"0\"}}, \"yaxis\": {\"title\": {\"text\": \"1\"}}, \"zaxis\": {\"title\": {\"text\": \"2\"}}}, \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"3d TSNE Plot for Outliers\"}, \"width\": 900},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('5ee1f1e6-f87d-4ff6-954a-36d77c808117');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_model(best)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "         crim    zn  indus  chas    nox     rm    age     dis  rad  tax  \\\n",
      "0     0.00632  18.0   2.31     0  0.538  6.575   65.2  4.0900    1  296   \n",
      "1     0.02731   0.0   7.07     0  0.469  6.421   78.9  4.9671    2  242   \n",
      "2     0.02729   0.0   7.07     0  0.469  7.185   61.1  4.9671    2  242   \n",
      "3     0.03237   0.0   2.18     0  0.458  6.998   45.8  6.0622    3  222   \n",
      "4     0.06905   0.0   2.18     0  0.458  7.147   54.2  6.0622    3  222   \n",
      "5     0.02985   0.0   2.18     0  0.458  6.430   58.7  6.0622    3  222   \n",
      "6     0.08829  12.5   7.87     0  0.524  6.012   66.6  5.5605    5  311   \n",
      "7     0.14455  12.5   7.87     0  0.524  6.172   96.1  5.9505    5  311   \n",
      "8     0.21124  12.5   7.87     0  0.524  5.631  100.0  6.0821    5  311   \n",
      "9     0.17004  12.5   7.87     0  0.524  6.004   85.9  6.5921    5  311   \n",
      "10    0.22489  12.5   7.87     0  0.524  6.377   94.3  6.3467    5  311   \n",
      "11    0.11747  12.5   7.87     0  0.524  6.009   82.9  6.2267    5  311   \n",
      "12    0.09378  12.5   7.87     0  0.524  5.889   39.0  5.4509    5  311   \n",
      "13    0.62976   0.0   8.14     0  0.538  5.949   61.8  4.7075    4  307   \n",
      "14    0.63796   0.0   8.14     0  0.538  6.096   84.5  4.4619    4  307   \n",
      "15    0.62739   0.0   8.14     0  0.538  5.834   56.5  4.4986    4  307   \n",
      "16    1.05393   0.0   8.14     0  0.538  5.935   29.3  4.4986    4  307   \n",
      "17    0.78420   0.0   8.14     0  0.538  5.990   81.7  4.2579    4  307   \n",
      "18    0.80271   0.0   8.14     0  0.538  5.456   36.6  3.7965    4  307   \n",
      "19    0.72580   0.0   8.14     0  0.538  5.727   69.5  3.7965    4  307   \n",
      "20    1.25179   0.0   8.14     0  0.538  5.570   98.1  3.7979    4  307   \n",
      "21    0.85204   0.0   8.14     0  0.538  5.965   89.2  4.0123    4  307   \n",
      "22    1.23247   0.0   8.14     0  0.538  6.142   91.7  3.9769    4  307   \n",
      "23    0.98843   0.0   8.14     0  0.538  5.813  100.0  4.0952    4  307   \n",
      "24    0.75026   0.0   8.14     0  0.538  5.924   94.1  4.3996    4  307   \n",
      "25    0.84054   0.0   8.14     0  0.538  5.599   85.7  4.4546    4  307   \n",
      "26    0.67191   0.0   8.14     0  0.538  5.813   90.3  4.6820    4  307   \n",
      "27    0.95577   0.0   8.14     0  0.538  6.047   88.8  4.4534    4  307   \n",
      "28    0.77299   0.0   8.14     0  0.538  6.495   94.4  4.4547    4  307   \n",
      "29    1.00245   0.0   8.14     0  0.538  6.674   87.3  4.2390    4  307   \n",
      "..        ...   ...    ...   ...    ...    ...    ...     ...  ...  ...   \n",
      "476   4.87141   0.0  18.10     0  0.614  6.484   93.6  2.3053   24  666   \n",
      "477  15.02340   0.0  18.10     0  0.614  5.304   97.3  2.1007   24  666   \n",
      "478  10.23300   0.0  18.10     0  0.614  6.185   96.7  2.1705   24  666   \n",
      "479  14.33370   0.0  18.10     0  0.614  6.229   88.0  1.9512   24  666   \n",
      "480   5.82401   0.0  18.10     0  0.532  6.242   64.7  3.4242   24  666   \n",
      "481   5.70818   0.0  18.10     0  0.532  6.750   74.9  3.3317   24  666   \n",
      "482   5.73116   0.0  18.10     0  0.532  7.061   77.0  3.4106   24  666   \n",
      "483   2.81838   0.0  18.10     0  0.532  5.762   40.3  4.0983   24  666   \n",
      "484   2.37857   0.0  18.10     0  0.583  5.871   41.9  3.7240   24  666   \n",
      "485   3.67367   0.0  18.10     0  0.583  6.312   51.9  3.9917   24  666   \n",
      "486   5.69175   0.0  18.10     0  0.583  6.114   79.8  3.5459   24  666   \n",
      "487   4.83567   0.0  18.10     0  0.583  5.905   53.2  3.1523   24  666   \n",
      "488   0.15086   0.0  27.74     0  0.609  5.454   92.7  1.8209    4  711   \n",
      "489   0.18337   0.0  27.74     0  0.609  5.414   98.3  1.7554    4  711   \n",
      "490   0.20746   0.0  27.74     0  0.609  5.093   98.0  1.8226    4  711   \n",
      "491   0.10574   0.0  27.74     0  0.609  5.983   98.8  1.8681    4  711   \n",
      "492   0.11132   0.0  27.74     0  0.609  5.983   83.5  2.1099    4  711   \n",
      "493   0.17331   0.0   9.69     0  0.585  5.707   54.0  2.3817    6  391   \n",
      "494   0.27957   0.0   9.69     0  0.585  5.926   42.6  2.3817    6  391   \n",
      "495   0.17899   0.0   9.69     0  0.585  5.670   28.8  2.7986    6  391   \n",
      "496   0.28960   0.0   9.69     0  0.585  5.390   72.9  2.7986    6  391   \n",
      "497   0.26838   0.0   9.69     0  0.585  5.794   70.6  2.8927    6  391   \n",
      "498   0.23912   0.0   9.69     0  0.585  6.019   65.3  2.4091    6  391   \n",
      "499   0.17783   0.0   9.69     0  0.585  5.569   73.5  2.3999    6  391   \n",
      "500   0.22438   0.0   9.69     0  0.585  6.027   79.7  2.4982    6  391   \n",
      "501   0.06263   0.0  11.93     0  0.573  6.593   69.1  2.4786    1  273   \n",
      "502   0.04527   0.0  11.93     0  0.573  6.120   76.7  2.2875    1  273   \n",
      "503   0.06076   0.0  11.93     0  0.573  6.976   91.0  2.1675    1  273   \n",
      "504   0.10959   0.0  11.93     0  0.573  6.794   89.3  2.3889    1  273   \n",
      "505   0.04741   0.0  11.93     0  0.573  6.030   80.8  2.5050    1  273   \n",
      "\n",
      "     ptratio   black  lstat  medv  Label     Score  \n",
      "0       15.3  396.90   4.98  24.0      0 -0.118182  \n",
      "1       17.8  396.90   9.14  21.6      0 -0.129523  \n",
      "2       17.8  392.83   4.03  34.7      0 -0.120087  \n",
      "3       18.7  394.63   2.94  33.4      0 -0.150748  \n",
      "4       18.7  396.90   5.33  36.2      0 -0.140966  \n",
      "5       18.7  394.12   5.21  28.7      0 -0.160717  \n",
      "6       15.2  395.60  12.43  22.9      0 -0.167759  \n",
      "7       15.2  396.90  19.15  27.1      0 -0.137936  \n",
      "8       15.2  386.63  29.93  16.5      0 -0.118867  \n",
      "9       15.2  386.71  17.10  18.9      0 -0.149602  \n",
      "10      15.2  392.52  20.45  15.0      0 -0.138011  \n",
      "11      15.2  396.90  13.27  18.9      0 -0.156302  \n",
      "12      15.2  390.50  15.71  21.7      0 -0.153984  \n",
      "13      21.0  396.90   8.26  20.4      0 -0.185884  \n",
      "14      21.0  380.02  10.26  18.2      0 -0.188848  \n",
      "15      21.0  395.62   8.47  19.9      0 -0.183278  \n",
      "16      21.0  386.85   6.58  23.1      0 -0.165697  \n",
      "17      21.0  386.75  14.67  17.5      0 -0.182119  \n",
      "18      21.0  288.99  11.69  20.2      0 -0.143192  \n",
      "19      21.0  390.95  11.28  18.2      0 -0.188823  \n",
      "20      21.0  376.57  21.02  13.6      0 -0.159015  \n",
      "21      21.0  392.53  13.83  19.6      0 -0.185451  \n",
      "22      21.0  396.90  18.72  15.2      0 -0.162684  \n",
      "23      21.0  394.54  19.88  14.5      0 -0.162312  \n",
      "24      21.0  394.33  16.30  15.6      0 -0.177878  \n",
      "25      21.0  303.42  16.51  13.9      0 -0.143744  \n",
      "26      21.0  376.88  14.81  16.6      0 -0.181145  \n",
      "27      21.0  306.38  17.28  14.8      0 -0.147380  \n",
      "28      21.0  387.94  12.80  18.4      0 -0.180751  \n",
      "29      21.0  380.23  11.98  21.0      0 -0.171857  \n",
      "..       ...     ...    ...   ...    ...       ...  \n",
      "476     20.2  396.21  18.68  16.7      0 -0.186030  \n",
      "477     20.2  349.48  24.91  12.0      0 -0.167598  \n",
      "478     20.2  379.70  18.03  14.6      0 -0.184770  \n",
      "479     20.2  383.32  13.11  21.4      0 -0.173645  \n",
      "480     20.2  396.90  10.74  23.0      0 -0.143608  \n",
      "481     20.2  393.07   7.74  23.7      0 -0.135514  \n",
      "482     20.2  395.28   7.01  25.0      0 -0.130891  \n",
      "483     20.2  392.92  10.42  21.8      0 -0.110427  \n",
      "484     20.2  370.73  13.34  20.6      0 -0.130829  \n",
      "485     20.2  388.62  10.58  21.2      0 -0.132479  \n",
      "486     20.2  392.68  14.98  19.1      0 -0.162300  \n",
      "487     20.2  388.22  11.45  20.6      0 -0.141368  \n",
      "488     20.1  395.09  18.06  15.2      0 -0.107799  \n",
      "489     20.1  344.05  23.97   7.0      0 -0.080780  \n",
      "490     20.1  318.43  29.68   8.1      0 -0.070054  \n",
      "491     20.1  390.11  18.07  13.6      0 -0.100370  \n",
      "492     20.1  396.90  13.35  20.1      0 -0.115490  \n",
      "493     19.2  396.90  12.01  21.8      0 -0.125744  \n",
      "494     19.2  396.90  13.59  24.5      0 -0.119781  \n",
      "495     19.2  393.29  17.60  23.1      0 -0.101255  \n",
      "496     19.2  396.90  21.14  19.7      0 -0.108828  \n",
      "497     19.2  396.90  14.10  18.3      0 -0.122595  \n",
      "498     19.2  396.90  12.92  21.2      0 -0.130081  \n",
      "499     19.2  395.77  15.10  17.5      0 -0.118550  \n",
      "500     19.2  396.90  14.33  16.8      0 -0.125312  \n",
      "501     21.0  391.99   9.67  22.4      0 -0.130070  \n",
      "502     21.0  396.90   9.08  20.6      0 -0.127946  \n",
      "503     21.0  396.90   5.64  23.9      0 -0.118282  \n",
      "504     21.0  393.45   6.48  22.0      0 -0.127585  \n",
      "505     21.0  396.90   7.88  11.9      0 -0.117585  \n",
      "\n",
      "[506 rows x 16 columns]\n"
     ]
    }
   ],
   "source": [
    "test_data = boston.iloc[-5:]\n",
    "# print(test_data[test_data.columns[-1]])\n",
    "\n",
    "# predictions = predict_model(best, data = test_data)\n",
    "# print(predictions)\n",
    "\n",
    "predictions = predict_model(best, data = boston)\n",
    "print(predictions)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "6\n",
      "        crim    zn  indus  chas    nox     rm   age     dis  rad  tax  \\\n",
      "155  3.53501   0.0  19.58     1  0.871  6.152  82.6  1.7455    5  403   \n",
      "162  1.83377   0.0  19.58     1  0.605  7.802  98.2  2.0407    5  403   \n",
      "283  0.01501  90.0   1.21     1  0.401  7.923  24.8  5.8850    1  198   \n",
      "369  5.66998   0.0  18.10     1  0.631  6.683  96.8  1.3567   24  666   \n",
      "370  6.53876   0.0  18.10     1  0.631  7.016  97.5  1.2024   24  666   \n",
      "372  8.26725   0.0  18.10     1  0.668  5.875  89.6  1.1296   24  666   \n",
      "\n",
      "     ptratio   black  lstat  medv  Label     Score  \n",
      "155     14.7   88.01  15.02  15.6      1  0.020170  \n",
      "162     14.7  389.61   1.92  50.0      1  0.000158  \n",
      "283     13.6  395.52   3.16  50.0      1  0.042761  \n",
      "369     20.2  375.33   3.73  50.0      1  0.000544  \n",
      "370     20.2  392.05   2.96  50.0      1  0.009757  \n",
      "372     20.2  347.88   8.88  50.0      1  0.001419  \n"
     ]
    }
   ],
   "source": [
    "print(predictions.Label.sum())\n",
    "print(predictions[predictions['Label'] != 0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
